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  • 2025 | Journal Article
    ​ ​Computer Vision for Primate Behavior Analysis in the Wild​
    Vogg, R.; Lüddecke, T.; Henrich, J.; Dey, S.; Nuske, M.; Hassler, V. & Murphy, D. et al.​ (2025) 
    Nature Methods,.​ DOI: https://doi.org/10.1038/s41592-025-02653-y 
    ​Details  DOI  Preprint 
  • 2025 | Journal Article
    ​ ​3D virtual histology of rodent and primate cochleae with multi-scale phase-contrast X-ray tomography​
    Schaeper, J. J; Kampshoff, C. A; Wolf, B. J; Roos, L.; Michanski, S.; Ruhwedel, T. & Eckermann, M. et al.​ (2025) 
    Scientific Reports, 15(1) pp. 7933​.​ DOI: https://doi.org/10.1038/s41598-025-89431-0 
    ​Details  DOI  PMID  PMC 
  • 2025 | Journal Article | Research Paper
    ​ ​Global alignment and local curvature of microtubules in mouse fibroblasts are robust against perturbations of vimentin and actin​
    Blob, A.; Ventzke, D.; Rölleke, U.; Nies, G. T.; Munk, A. ; Schaedel, L. & Köster, S. ​ (2025) 
    Soft Matter, 21 pp. 641​-651​.​ DOI: https://doi.org/10.1039/D4SM01127A 
    ​Details  DOI  Preprint 
  • 2025 | Journal Article
    ​ ​Three-dimensional structure of entire hydrated murine hearts at histological resolution​
    Frohn, J.; Böddeker, F.; Reichardt, M.; Bruns, H.; Czajka, T.; Khan, A. & Broche, L. et al.​ (2025) 
    Scientific Reports, 15(1) pp. 2766​.​ DOI: https://doi.org/10.1038/s41598-024-83853-y 
    ​Details  DOI  PMID  PMC 
  • 2025 | Journal Article | Research Paper
    ​ ​Three-dimensional architecture and linearized mapping of vibrissa follicle afferents​
    Gerhardt, B.; Alfken, J.; Reichmann, J.; Salditt, T.   & Brecht, M.​ (2025) 
    Nature Communications, 16(1) pp. 499​.​ DOI: https://doi.org/10.1038/s41467-024-55468-4 
    ​Details  DOI  PMID  PMC 
  • 2025 | Journal Article
    ​ ​3D multiscale characterization of the human placenta: Bridging anatomy and histology by X-ray phase-contrast tomography​
    Reichmann, J.; Schnurpfeil, A.; Mittelstädt, S.; Jensen, P. M.; Dahl, V. A.; Dahl, A. B. & Weide, C. et al.​ (2025) 
    PNAS nexus, 4(1) pp. pgae583​.​ DOI: https://doi.org/10.1093/pnasnexus/pgae583 
    ​Details  DOI  PMID  PMC 
  • 2025 | Journal Article
    ​ ​Enhancing Adaptive Spline Regression: An Evolutionary Approach to Optimal Knot Placement and Smoothing Parameter Selection​
    Thielmann, A.; Kneib, T.   & Säfken, B.​ (2025) 
    Journal of Computational and Graphical Statistics, pp. 1​-13​.​ DOI: https://doi.org/10.1080/10618600.2025.2450458 
    ​Details  DOI 
  • 2025 | Journal Article | 
    ​ ​Prediction of gene expression using histone modification patterns extracted by Particle Swarm Optimization​
    Paul, N. B.; Wolber, J. C.; Sahrhage, M. L.; Beißbarth, T.   & Haubrock, M.​ (2025) 
    Bioinformatics, art. btaf033​.​ DOI: https://doi.org/10.1093/bioinformatics/btaf033 
    ​Details  DOI 
  • 2025 | Journal Article | 
    ​ ​Advancing personalized cancer therapy: Onko_DrugCombScreen—a novel Shiny app for precision drug combination screening​
    Yang, J.; Wang, M.; Dönitz, J.; Chapuy, B. & Beißbarth, T. ​ (2025) 
    NAR Genomics and Bioinformatics, 7(1) art. lqaf004​.​ DOI: https://doi.org/10.1093/nargab/lqaf004 
    ​Details  DOI 
  • 2025 | Journal Article
    ​ ​On the Uniqueness of Kantorovich Potentials​
    Staudt, T.; Hundrieser, S. & Munk, A. ​ (2025) 
    SIAM Journal on Mathematical Analysis, 57(2) pp. 1452​-1482​.​ DOI: https://doi.org/10.1137/24M1658966 
    ​Details  DOI 
  • 2025 | Journal Article
    ​ ​Mask wars: Sourcing a critical medical product from China in times of COVID-19​
    Fuchs, A.; Kaplan, L.; Kis-Katos, K. ; Leue, S.; Turbanisch, F. & Wang, F.​ (2025) 
    Journal of International Economics, 155 art. 104068​.​ DOI: https://doi.org/10.1016/j.jinteco.2025.104068 
    ​Details  DOI 
  • 2025 | Journal Article | Research Paper
    ​ ​Bridging the 3D geometrical organisation of white matter pathways across anatomical length scales and species​
    Kjer, H. M.; Andersson, M.; He, Y.; Pacureanu, A.; Daducci, A.; Pizzolato, M. & Salditt, T.  et al.​ (2025) 
    eLife, 13 art. RP94917​.​ DOI: https://doi.org/10.7554/eLife.94917 
    ​Details  DOI 
  • 2024 | Preprint
    ​ ​What should a neuron aim for? Designing local objective functions based on information theory​
    Schneider, A. C.; Neuhaus, V.; Ehrlich, D. A.; Makkeh, A.; Ecker, A. S. ; Priesemann, V.& Wibral, M.​ (2024)
    ​Details 
  • 2024 | Journal Article
    ​ ​Morphology and intervesicle distances in condensates of synaptic vesicles and synapsin​
    Neuhaus, C.; Alfken, J.; Frost, J.; Matthews, L.; Hoffmann, C.; Ganzella, M. & Milovanovic, D. et al.​ (2024) 
    Biophysical Journal,.​ DOI: https://doi.org/10.1016/j.bpj.2024.11.004 
    ​Details  DOI  PMID  PMC 
  • 2024 | Preprint
    ​ ​Global alignment and local curvature of microtubules in mouse fibroblasts are robust against perturbations of vimentin and actin​
    Blob, A.; Ventzke, D.; Rölleke, U.; Nies, G.; Munk, A. ; Schaedel, L.& Köster, S.​ (2024). DOI: https://doi.org/10.1101/2023.04.19.537509 
    ​Details  DOI 
  • 2024 | Preprint
    ​ ​PriMAT: A robust multi-animal tracking model for primates in the wild​
    Vogg, R.; Nuske, M.; Weis, M. A.; Lüddecke, T.; Karakoç, E.; Ahmed, Z.& Pereira, S. M. et al.​ (2024). DOI: https://doi.org/10.1101/2024.08.21.607881 
    ​Details  DOI 
  • 2024 | Preprint
    ​ ​Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos​
    Turishcheva, P.; Fahey, P. G.; Vystrčilová, M.; Hansel, L.; Froebe, R.; Ponder, K.& Qiu, Y. et al.​ (2024)
    ​Details  PMID  PMC 
  • 2024 | Conference Paper
    ​ ​Spatial Confounding in Gradient Boosting​
    Knieper, L. ; Kneib, T.   & Bergherr, E.​ (2024)
    In:Einbeck, Jochen; Maeng, Hyeyoung; Ogundimu, Emmanuel; Perrakis, Konstantinos​ (Eds.), ​Developments in Statistical Modelling pp. 88​-94. ​Durham​, Durham University.
    Springer Nature Switzerland. DOI: https://doi.org/10.1007/978-3-031-65723-8_14 
    ​Details  DOI 
  • 2024 | Journal Article | Research Paper
    ​ ​Sarcomere, troponin, and myosin X-ray diffraction signals can be resolved in single cardiomyocytes​
    Bruns, H.; Czajka, T. S; Sztucki, M.; Brandenburg, S. & Salditt, T. ​ (2024) 
    Biophysical Journal,.​ DOI: https://doi.org/10.1016/j.bpj.2024.06.029 
    ​Details  DOI  PMID  PMC 
  • 2024 | Preprint
    ​ ​Reproducibility of predictive networks for mouse visual cortex​
    Turishcheva, P.; Burg, M.; Sinz, F. H.& Ecker, A. ​ (2024)
    ​Details 
  • 2024 | Journal Article | Research Paper | 
    ​ ​X-ray phase-contrast tomography of cells manipulated with an optical stretcher​
    Burchert, J.-P.; Frohn, J.; Rölleke, U.; Bruns, H.; Yu, B.; Gleber, S.-C. & Stange, R. et al.​ (2024) 
    Journal of Synchrotron Radiation, 31(4) pp. 923​-935​.​ DOI: https://doi.org/10.1107/S1600577524003618 
    ​Details  DOI 
  • 2024 | Preprint
    ​ ​Robust inference of cooperative behaviour of multiple ion channels in voltage-clamp recordings​
    Requadt, R.; Fink, M.; Kubica, P.; Steinem, C. ; Munk, A.  & Li, H. ​ (2024)
    ​Details  arXiv 
  • 2024 | Preprint
    ​ ​The development of early phonological networks: An analysis of individual longitudinal vocabulary growth​
    Kalinowski, J.; Hansel, L.; Vystrčilová, M.; Ecker, A.  & Mani, N.​ (2024). DOI: https://doi.org/10.31234/osf.io/xd5j3 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Vesicle condensation induced by synapsin: condensate size, geometry, and vesicle shape deformations​
    Alfken, J. ; Neuhaus, C. ; Major, A.; Taskina, A.; Hoffmann, C.; Ganzella, M. & Petrovic, A. et al.​ (2024) 
    The European Physical Journal. E, Soft Matter, 47(1) pp. 8​.​ DOI: https://doi.org/10.1140/epje/s10189-023-00404-5 
    ​Details  DOI  PMID  PMC 
  • 2024 | Lecture | 
    ​ ​Herz und Hirn im Röntgenblick: dreidimensionale Darstellung der Zytoarchitektur​
    Salditt, T. ​ (2024)
    Herz und Hirn - Gemeinsam im Fokus; 2024-01-09​, Göttingen.
    ​Details 
  • 2024 | Journal Article | 
    ​ ​High disparity in repellent gland anatomy across major lineages of stick and leaf insects (Insecta: Phasmatodea)​
    Niekampf, M.; Meyer, P.; Quade, F. S. C.; Schmidt, A. R.; Salditt, T.   & Bradler, S.​ (2024) 
    BMC Zoology, 9(1) art. 1​.​ DOI: https://doi.org/10.1186/s40850-023-00189-2 
    ​Details  DOI 
  • 2024 | Journal Article | 
    ​ ​3D imaging of SARS-CoV-2 infected hamster lungs by X-ray phase contrast tomography enables drug testing​
    Reichmann, J. ; Sarrazin, C.; Schmale, S.; Blaurock, C.; Balkema-Buschmann, A.; Schmitzer, B. & Salditt, T. ​ (2024) 
    Scientific Reports, 14(1).​ DOI: https://doi.org/10.1038/s41598-024-61746-4 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Stable feature selection utilizing Graph Convolutional Neural Network and Layer-wise Relevance Propagation for biomarker discovery in breast cancer​
    Chereda, H.; Leha, A. & Beißbarth, T. ​ (2024) 
    Artificial intelligence in medicine, 151 art. 102840​.​ DOI: https://doi.org/10.1016/j.artmed.2024.102840 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Variational inference: uncertainty quantification in additive models​
    Lichter, J.; Wiemann, P. F. V. & Kneib, T. ​ (2024) 
    Advances in Statistical Analysis,.​ DOI: https://doi.org/10.1007/s10182-024-00492-4 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Empirical optimal transport between different measures adapts to lower complexity​
    Hundrieser, S.; Staudt, T. & Munk, A. ​ (2024) 
    Annales de l´Institut Henri Poincaré. B, Probability and Statistics, 60(2).​ DOI: https://doi.org/10.1214/23-AIHP1369 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​What’s behind pro-poor growth? An investigation of its drivers and dynamics​
    Klasen, S.; Kneib, T. ; Lo Bue, M. C. & Prete, V.​ (2024) 
    The Journal of Economic Inequality,.​ DOI: https://doi.org/10.1007/s10888-024-09628-7 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Adaptive digital tissue deconvolution​
    Görtler, F.; Mensching-Buhr, M.; Skaar, Ø.; Schrod, S.; Sterr, T.; Schäfer, A. & Beißbarth, T.  et al.​ (2024) 
    Bioinformatics, 40(Supplement 1) pp. i100​-i109​.​ DOI: https://doi.org/10.1093/bioinformatics/btae263 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​SeqCAT: Sequence Conversion and Analysis Toolbox​
    Kornrumpf, K.; Kurz, N.; Drofenik, K.; Krauß, L.; Schneider, C.; Koch, R. & Beißbarth, T.  et al.​ (2024) 
    Nucleic Acids Research, art. gkae422​.​ DOI: https://doi.org/10.1093/nar/gkae422 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​A novel combining method of dynamic and static web crawler with parallel computing​
    Liu, Q.; Yahyapour, R. ; Liu, H. & Hu, Y.​ (2024) 
    Multimedia Tools and Applications,.​ DOI: https://doi.org/10.1007/s11042-023-17925-y 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Analyzing cross-talk between superimposed signals: Vector norm dependent hidden Markov models and applications to ion channels​
    Jula Vanegas, L.; Eltzner, B.; Rudolf, D.; Dura, M.; Lehnart, S. E. & Munk, A. ​ (2024) 
    The Annals of Applied Statistics, 18(2).​ DOI: https://doi.org/10.1214/23-AOAS1842 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​CODEX: COunterfactual Deep learning for the in silico EXploration of cancer cell line perturbations​
    Schrod, S.; Zacharias, H. U; Beißbarth, T. ; Hauschild, A.-C. & Altenbuchinger, M.​ (2024) 
    Bioinformatics, 40(Supplement 1) pp. i91​-i99​.​ DOI: https://doi.org/10.1093/bioinformatics/btae261 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Optimizing Resource Consumption and Reducing Power Usage in Data Centers, A Novel Mathematical VM Replacement Model and Efficient Algorithm​
    Rabieyan, R.; Yahyapour, R.   & Jahnke, P.​ (2024) 
    Journal of Grid Computing, 22(3).​ DOI: https://doi.org/10.1007/s10723-024-09772-4 
    ​Details  DOI 
  • 2024 | Journal Article | 
    ​ ​The importance of DNA sequence for nucleosome positioning in transcriptional regulation​
    Sahrhage, M.; Paul, N. B.; Beißbarth, T.   & Haubrock, M. ​ (2024) 
    Life Science Alliance, 7(8) art. e202302380​.​ DOI: https://doi.org/10.26508/lsa.202302380 
    ​Details  DOI 
  • 2024 | Conference Paper
    ​ ​Three-dimensional Analysis of the Microvasculature in Alveolar Capillary Dysplasia​
    Kamp, J. C.; Neubert, L.; Schupp, J. C.; Braubach, P.; Wrede, C.; Laenger, F. & Salditt, T.  et al.​ (2024)
    ​American Journal of Respiratory and Critical Care Medicine pp. A5157​-A5157. ​American Thoracic Society 2024 International Conference​, San Diego. DOI: https://doi.org/10.1164/ajrccm-conference.2024.209.1_MeetingAbstracts.A5157 
    ​Details  DOI 
  • 2024 | Journal Article | 
    ​ ​Histological assessment of cardiac amyloidosis in patients undergoing transcatheter aortic valve replacement​
    Beuthner, B. E.; Elkenani, M.; Evert, K.; Mustroph, J.; Jacob, C. F.; Paul, N. B. & Beißbarth, T.  et al.​ (2024) 
    ESC Heart Failure, art. ehf2.14709​.​ DOI: https://doi.org/10.1002/ehf2.14709 
    ​Details  DOI  PMID  PMC 
  • 2024 | Preprint | 
    ​ ​A Myelin Map of Trunk Folds in the Elephant Trigeminal Nucleus​
    Reveyaz, N.; Schneeweiß, U.; Heise, O.; Gerhardt, B.; Gui, A. M.; Kaufmann, L. V.& Alfken, J.  et al.​ (2024). DOI: https://doi.org/10.7554/eLife.94142.2 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Optimization of containerized application deployment in virtualized environments: a novel mathematical framework for resource-efficient and energy-aware server infrastructure​
    Rabieyan, R.; Yahyapour, R.   & Jahnke, P.​ (2024) 
    The Journal of Supercomputing, 80(15) pp. 22598​-22630​.​ DOI: https://doi.org/10.1007/s11227-024-06304-5 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Nonlinear parsimonious modeling based on Copula–LoGo​
    Liu, Q. & Yahyapour, R. ​ (2024) 
    Expert Systems with Applications, 255 art. 124774​.​ DOI: https://doi.org/10.1016/j.eswa.2024.124774 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Environmental filtering, not dispersal history, explains global patterns of phylogenetic turnover in seed plants at deep evolutionary timescales​
    Cai, L.; Kreft, H. ; Denelle, P. ; Taylor, A.; Craven, D. ; Dawson, W. & Essl, F. et al.​ (2024) 
    Nature Ecology & Evolution,.​ DOI: https://doi.org/10.1038/s41559-024-02599-y 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Analyzing individual rent price ratios in eastern German agricultural land markets: A GAMLSS approach​
    Michels, M.; von Hobe, C.; Merk, M. S.; Kneib, T.   & Musshoff, O.​ (2024) 
    Agribusiness, art. agr.21976​.​ DOI: https://doi.org/10.1002/agr.21976 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Revisiting Maximum Log-Likelihood Parameter Estimation for Two-Parameter Weibull Distributions: Theory and Applications​
    Kneib, T. ; Schlüter, J.-C. & Wacker, B.​ (2024) 
    Results in Mathematics, 79(6).​ DOI: https://doi.org/10.1007/s00025-024-02258-5 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Discussion on: ‘Simple or complex statistical models: non-traditional regression models with intuitive interpretations’ by Gillian Z. Heller​
    Beyersmann, J.; Melis, G. G.; Kneib, T. ; Molenberghs, G.; Muggeo, V.; Vansteelandt, S. & Heller, G. Z.​ (2024) 
    Statistical Modelling, art. 1471082X241277642​.​ DOI: https://doi.org/10.1177/1471082X241277642 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​What drives the relationship between digitalization and energy demand? Exploring heterogeneity in German manufacturing firms​
    Axenbeck, J.; Berner, A. & Kneib, T. ​ (2024) 
    Journal of Environmental Management, 369 art. 122317​.​ DOI: https://doi.org/10.1016/j.jenvman.2024.122317 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​A simplified spatial+ approach to mitigate spatial confounding in multivariate spatial areal models​
    Urdangarin, A.; Goicoa, T.; Kneib, T.   & Ugarte, M. D.​ (2024) 
    Spatial Statistics, 59 art. 100804​.​ DOI: https://doi.org/10.1016/j.spasta.2023.100804 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​The nonlinear dependence of income inequality and carbon emissions: Potentials for a sustainable future​
    Dorn, F.; Maxand, S. & Kneib, T. ​ (2024) 
    Ecological Economics, 216 art. 108016​.​ DOI: https://doi.org/10.1016/j.ecolecon.2023.108016 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​An attention based approach for automated account linkage in federated identity management​
    Dabbaghi Varnosfaderani, S.; Kasprzak, P.; Badirova, A.; Krimmel, R.; Pohl, C. & Yahyapour, R. ​ (2024) 
    Information Sciences, 656 art. 119920​.​ DOI: https://doi.org/10.1016/j.ins.2023.119920 
    ​Details  DOI 
  • 2024 | Journal Article | 
    ​ ​KRAS G 12 C ‐inhibitor‐based combination therapies for pancreatic cancer: insights from drug screening​
    Tapia Contreras, C.; Falke, J. D.; Seifert, D.; Schneider, C.; Krauß, L.; Fang, X. & Müller, D. et al.​ (2024) 
    Molecular Oncology, art. 1878-0261.13725​.​ DOI: https://doi.org/10.1002/1878-0261.13725 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Multimorbidität als Prädiktor für eine stationäre Aufnahme in der klinischen Notfall- und Akutmedizin​
    Grüneberg, E.; Fliedner, R.; Beißbarth, T. ; von Arnim, C. A. F. & Blaschke, S.​ (2024) 
    Medizinische Klinik - Intensivmedizin und Notfallmedizin,.​ DOI: https://doi.org/10.1007/s00063-024-01180-6 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Patients with paradoxical low-flow, low-gradient aortic stenosis gain the least benefit from TAVI among all hemodynamic subtypes​
    Puls, M.; Beuthner, B. E.; Topci, R.; Jacob, C. F.; Steinhaus, K. E.; Paul, N. & Beißbarth, T.  et al.​ (2024) 
    Clinical Research in Cardiology,.​ DOI: https://doi.org/10.1007/s00392-024-02482-7 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Tumor Vessel Normalization via PFKFB3 Inhibition Alleviates Hypoxia and Increases Tumor Necrosis in Rectal Cancer upon Radiotherapy​
    Edelmann, M.; Fan, S.; De Oliveira, T.; Goldhardt, T.; Sartorius, D.; Midelashvili, T. & Conrads, K. et al.​ (2024) 
    Cancer Research Communications, 4(8) pp. 2008​-2024​.​ DOI: https://doi.org/10.1158/2767-9764.CRC-24-0077 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Spatial Cellular Networks from omics data with SpaCeNet​
    Schrod, S.; Lück, N.; Lohmayer, R.; Solbrig, S.; Völkl, D.; Wipfler, T. & Shutta, K. H. et al.​ (2024) 
    Genome Research, art. gr.279125.124​.​ DOI: https://doi.org/10.1101/gr.279125.124 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​A novel method to efficiently differentiate human osteoclasts from blood-derived monocytes​
    Chandrabalan, S.; Dang, L.; Hansen, U.; Timmen, M.; Wehmeyer, C.; Stange, R. & Beißbarth, T.  et al.​ (2024) 
    Biological Procedures Online, 26(1).​ DOI: https://doi.org/10.1186/s12575-024-00233-6 
    ​Details  DOI 
  • 2024 | Preprint
    ​ ​Most discriminative stimuli for functional cell type clustering​
    Burg, M. F.; Zenkel, T.; Vystrčilová, M.; Oesterle, J.; Höfling, L.; Willeke, K. F.& Lause, J. et al.​ (2024). DOI: https://doi.org/10.48550/ARXIV.2401.05342 
    ​Details  DOI  arXiv 
  • 2024 | Journal Article
    ​ ​Tailor-Designed Models for the Turbulent Velocity Gradient through Normalizing Flow​
    Carbone, M.; Peterhans, V.; Ecker, A. S.   & Wilczek, M.​ (2024) 
    Physical Review Letters, 133(18).​ DOI: https://doi.org/10.1103/PhysRevLett.133.184001 
    ​Details  DOI 
  • 2024 | Journal Article | 
    ​ ​TreeLearn: A deep learning method for segmenting individual trees from ground-based LiDAR forest point clouds​
    Henrich, J.; van Delden, J.; Seidel, D.; Kneib, T.   & Ecker, A. S. ​ (2024) 
    Ecological Informatics, 84 art. 102888​.​ DOI: https://doi.org/10.1016/j.ecoinf.2024.102888 
    ​Details  DOI 
  • 2024 | Journal Article | 
    ​ ​MultiMatch: geometry-informed colocalization in multi-color super-resolution microscopy​
    Naas, J.; Nies, G.; Li, H. ; Stoldt, S. ; Schmitzer, B. ; Jakobs, S.   & Munk, A. ​ (2024) 
    Communications Biology, 7(1).​ DOI: https://doi.org/10.1038/s42003-024-06772-8 
    ​Details  DOI 
  • 2024 | Preprint
    ​ ​MultiMatch: Geometry-Informed Colocalization in Multi-Color Super-Resolution Microscopy​
    Naas, J.; Nies, G.; Li, H. ; Stoldt, S. ; Schmitzer, B. ; Jakobs, S.  & Munk, A. ​ (2024). DOI: https://doi.org/10.1101/2024.02.28.581557 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Optimistic Search: Change Point Estimation for Large-scale Data via Adaptive Logarithmic Queries​
    Kovács, S.; Li, H. ; Haubner, L.; Munk, A.   & Bühlmann, P.​ (2024) 
    Journal of Machine Learning Research,.​
    ​Details  WoS 
  • 2024 | Journal Article
    ​ ​A unifying approach to distributional limits for empirical optimal transport​
    Hundrieser, S.; Klatt, M.; Munk, A.   & Staudt, T.​ (2024) 
    Bernoulli, 30(4).​ DOI: https://doi.org/10.3150/23-BEJ1697 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Multiscale scanning with nuisance parameters​
    König, C.; Munk, A.   & Werner, F.​ (2024) 
    Journal of the Royal Statistical Society. Series B, Statistical Methodology, art. qkae100​.​ DOI: https://doi.org/10.1093/jrsssb/qkae100 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Empirical optimal transport under estimated costs: Distributional limits and statistical applications​
    Hundrieser, S.; Mordant, G.; Weitkamp, C. A. & Munk, A. ​ (2024) 
    Stochastic Processes and their Applications, 178 art. 104462​.​ DOI: https://doi.org/10.1016/j.spa.2024.104462 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Nonlinear Inverse Optimal Transport: Identifiability of the Transport Cost from Its Marginals and Optimal Values​
    González-Sanz, A.; Groppe, M. & Munk, A. ​ (2024) 
    SIAM Journal on Mathematical Analysis, 56(6) pp. 7808​-7829​.​ DOI: https://doi.org/10.1137/23M1624403 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Limit distributions and sensitivity analysis for empirical entropic optimal transport on countable spaces​
    Hundrieser, S.; Klatt, M. & Munk, A. ​ (2024) 
    The Annals of Applied Probability, 34(1B).​ DOI: https://doi.org/10.1214/23-AAP1995 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Unintended environmental consequences of anti-corruption strategies​
    Cisneros, E. & Kis-Katos, K. ​ (2024) 
    Journal of Environmental Economics and Management, 128 art. 103073​.​ DOI: https://doi.org/10.1016/j.jeem.2024.103073 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Volumetric changes of the enteric nervous system under physiological and pathological conditions measured using x‐ray phase‐contrast tomography​
    Peruzzi, N.; Eckermann, M.; Frohn, J.; Salditt, T. ; Ohlsson, B. & Bech, M.​ (2024) 
    JGH Open, 8(9) art. e70027​.​ DOI: https://doi.org/10.1002/jgh3.70027 
    ​Details  DOI 
  • 2024 | Preprint
    ​ ​Cytoarchitecture of SARS-CoV-2 infected hamster lungs by X-ray phase contrast tomography: imaging workflow and classification for drug testing​
    Reichmann, J. ; Sarrazin, C.; Schmale, S.; Blaurock, C.; Balkema-Buschmann, A.; Schmitzer, B.  & Salditt, T. ​ (2024). DOI: https://doi.org/10.1101/2024.01.21.576083 
    ​Details  DOI 
  • 2024 | Journal Article | Overview
    ​ ​The synaptic vesicle cluster as a controller of pre‐ and postsynaptic structure and function​
    Reshetniak, S.; Bogaciu, C. A.; Bonn, S. ; Brose, N. ; Cooper, B. H. ; D’Este, E.   & Fauth, M. J.  et al.​ (2024) 
    The Journal of Physiology,.​ DOI: https://doi.org/10.1113/JP286400 
    ​Details  DOI 
  • 2024 | Preprint
    ​ ​Cytoarchitecture of SARS-CoV-2 infected hamster lungs by X-ray phase contrast tomography: imaging workflow and classification for drug testing​
    Salditt, T. ; Reichmann, J. ; Sarrazin, C.; Schmale, S.; Blaurock, C.; Schmitzer, B.& Balkema-Buschmann, A.​ (2024). DOI: https://doi.org/10.21203/rs.3.rs-3958072/v1 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​A Myelin Map of Trunk Folds in the Elephant Trigeminal Nucleus​
    Reveyaz, N.; Schneeweiß, U.; Heise, O.; Gerhardt, B.; Gui, A. M; Kaufmann, L. V & Alfken, J. et al.​ (2024) 
    eLife, 13.​ DOI: https://doi.org/10.7554/eLife.94142.3 
    ​Details  DOI 
  • 2024 | Conference Paper
    ​ ​Novel insight into alveolar capillary dysplasia from multi-omics and 3D imaging​
    Park, D.-H.; Kamp, J.-C.; Neubert, L.; Freitag, H.; Schupp, J. C.; Braubach, P. & Christoph, W. et al.​ (2024)
    p. OA1900. ​ERS Congress 2024 abstracts​
    European Respiratory Society. DOI: https://doi.org/10.1183/13993003.congress-2024.OA1900 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Jetting bubbles observed by x-ray holography at a free-electron laser: internal structure and the effect of non-axisymmetric boundary conditions​
    Rosselló, J. M.; Hoeppe, H. P.; Koch, M.; Lechner, C.; Osterhoff, M.; Vassholz, M. & Hagemann, J. et al.​ (2024) 
    Experiments in Fluids, 65(2).​ DOI: https://doi.org/10.1007/s00348-023-03759-9 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​The collapse of a sonoluminescent cavitation bubble imaged with X-ray free-electron laser pulses​
    Hoeppe, H. P; Osterhoff, M.; Aghel Maleki, A.; Rosselló, J. M; Vassholz, M.; Hagemann, J. & Engler, T. et al.​ (2024) 
    New Journal of Physics, 26(3) art. 033002​.​ DOI: https://doi.org/10.1088/1367-2630/ad295b 
    ​Details  DOI 
  • 2024 | Journal Article
    ​ ​Probabilistic neural transfer function estimation with Bayesian system identification​
    Wu, N.; Valera, I.; Sinz, F.; Ecker, A. ; Euler, T. & Qiu, Y.​ (2024) 
    PLoS Computational Biology, 20(7) pp. e1012354​.​ DOI: https://doi.org/10.1371/journal.pcbi.1012354 
    ​Details  DOI 
  • 2024 | Preprint
    ​ ​Modeling spatial contrast sensitivity in responses of primate retinal ganglion cells to natural movies​
    Sridhar, S.; Vystrčilová, M.; Khani, M. H.; Karamanlis, D.; Schreyer, H. M.; Ramakrishna, V.& Krüppel, S. et al.​ (2024). DOI: https://doi.org/10.1101/2024.03.05.583449 
    ​Details  DOI 
  • 2024 | Preprint
    ​ ​Convolutional neural network models of the primate retina reveal adaptation to natural stimulus statistics​
    Vystrčilová, M.; Sridhar, S.; Burg, M. F.; Gollisch, T.& Ecker, A. S. ​ (2024). DOI: https://doi.org/10.1101/2024.03.06.583740 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Neodymium acetate as a contrast agent for x-ray phase-contrast tomography​
    Reichmann, J. ; Ruhwedel, T.; Möbius, W.   & Salditt, T. ​ (2023) 
    Journal of Medical Imaging, 10(5) art. 056001​.​ DOI: https://doi.org/10.1117/1.JMI.10.5.056001 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​Micropipette aspiration as a tool for single-particle X-ray imaging and diffraction​
    Bruns, H.; Hoeppe, H.; Bellec, E.; Leake, S.; Osterhoff, M.   & Salditt, T. ​ (2023) 
    Journal of Synchrotron Radiation, 30(4).​ DOI: https://doi.org/10.1107/S1600577523003685 
    ​Details  DOI  PMID  PMC 
  • 2023 | Journal Article | 
    ​ ​Influence of Sociodemographic, Premorbid, and Injury-Related Factors on Post-Traumatic Stress, Anxiety, and Depression after Traumatic Brain Injury​
    Bockhop, F.; Cunitz, K.; Zeldovich, M.; Buchheim, A.; Beissbarth, T. ; Hagmayer, Y. & von Steinbuechel, N.​ (2023) 
    Journal of Clinical Medicine, 12(12) pp. 3873​.​ DOI: https://doi.org/10.3390/jcm12123873 
    ​Details  DOI 
  • 2023 | Preprint
    ​ ​The Dynamic Sensorium competition for predicting large-scale mouse visual cortex activity from videos​
    Turishcheva, P.; Fahey, P. G.; Hansel, L.; Froebe, R.; Ponder, K.; Vystrčilová, M.& Willeke, K. F. et al.​ (2023)
    ​Details  arXiv 
  • 2023 | Preprint
    ​ ​Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models​
    Mösching, A.; Li, H.  & Munk, A. ​ (2023). DOI: https://doi.org/10.48550/arxiv.2305.18578 
    ​Details  DOI  arXiv 
  • 2023 | Journal Article | 
    ​ ​Human lung virtual histology by multi-scale x-ray phase-contrast computed tomography​
    Reichmann, J. ; Verleden, S. E; Kühnel, M.; Kamp, J. C; Werlein, C.; Neubert, L. & Müller, J.-H. et al.​ (2023) 
    Physics in Medicine and Biology,.​ DOI: https://doi.org/10.1088/1361-6560/acd48d 
    ​Details  DOI  PMID  PMC 
  • 2023 | Journal Article | 
    ​ ​An Overview of the PAKF-JPDA Approach for Elliptical Multiple Extended Target Tracking Using High-Resolution Marine Radar Data​
    Fowdur, J. S.; Baum, M. ; Heymann, F. & Banys, P.​ (2023) 
    Remote Sensing, 15(10).​ DOI: https://doi.org/10.3390/rs15102503 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​Three-dimensional analysis of human pancreatic cancer specimens by phase-contrast based X-ray tomography – the next dimension of diagnosis​
    Pinkert-Leetsch, D.; Frohn, J.; Ströbel, P.; Alves, F.; Salditt, T.   & Missbach-Guentner, J.​ (2023) 
    Cancer Imaging, 23(1) art. 43​.​ DOI: https://doi.org/10.1186/s40644-023-00559-6 
    ​Details  DOI  PMID  PMC 
  • 2023 | Journal Article
    ​ ​3d Virtual Histology Reveals Pathological Alterations of Cerebellar Granule Cells in Multiple Sclerosis​
    Frost, J.; Schmitzer, B. ; Töpperwien, M.; Eckermann, M.; Franz, J.; Stadelmann, C.   & Salditt, T. ​ (2023) 
    Neuroscience,.​ DOI: https://doi.org/10.1016/j.neuroscience.2023.04.002 
    ​Details  DOI  PMID  PMC 
  • 2023 | Preprint
    ​ ​Towards a Foundation Model of the Mouse Visual Cortex​
    Wang, E. Y.; Fahey, P. G; Ponder, K.; Ding, Z.; Chang, A.; Muhammad, T.& Patel, S. et al.​ (2023). DOI: https://doi.org/10.1101/2023.03.21.533548 
    ​Details  DOI  PMID  PMC 
  • 2023 | Journal Article | 
    ​ ​The Impacts of Quality-Oriented Dataset Labeling on Tree Cover Segmentation Using U-Net: A Case Study in WorldView-3 Imagery​
    Jiang, T.; Freudenberg, M.; Kleinn, C.; Ecker, A.   & Nölke, N.​ (2023) 
    Remote Sensing, 15(6).​ DOI: https://doi.org/10.3390/rs15061691 
    ​Details  DOI 
  • 2023 | Preprint
    ​ ​Bipartite invariance in mouse primary visual cortex​
    Ding, Z.; Tran, D. T.; Ponder, K.; Cobos, E.; Ding, Z.; Fahey, P. G.& Wang, E. et al.​ (2023). DOI: https://doi.org/10.1101/2023.03.15.532836 
    ​Details  DOI  PMID  PMC 
  • 2023 | Preprint
    ​ ​Pattern completion and disruption characterize contextual modulation in mouse visual cortex​
    Fu, J.; Shrinivasan, S.; Ponder, K.; Muhammad, T.; Ding, Z.; Wang, E.& Ding, Z. et al.​ (2023). DOI: https://doi.org/10.1101/2023.03.13.532473 
    ​Details  DOI  PMID  PMC 
  • 2023 | Preprint
    ​ ​"Spatial Joint Models through Bayesian Structured Piece-wise Additive Joint Modelling for Longitudinal and Time-to-Event Data"​
    Rappl, A.; Kneib, T. ; Lang, S.& Bergherr, E. ​ (2023)
    ​Details  arXiv 
  • 2023 | Conference Abstract
    ​ ​Coherent diffractive imaging of lipid vesicles and synaptic vesicles by femtosecond x-ray FEL pulses​
    Neuhaus, C. ; Alfken, J. ; Komorowski, K. ; Stammer, M. L.; Bean, R.; Bielecki, J. & de Wijn, R. et al.​ (2023)
    Biophysical Journal, 122(3) p. 322a. ​67th Biophysical Society Annual Meeting​, San Diego. DOI: https://doi.org/10.1016/j.bpj.2022.11.1803 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​Structural dynamics of water in a supersonic shockwave​
    Vassholz, M. ; Hoeppe, H. P.; Hagemann, J. ; Rosselló, J. M.; Osterhoff, M. ; Mettin, R.   & Möller, J. et al.​ (2023) 
    Physics of Fluids, 35(1) pp. 016126​.​ DOI: https://doi.org/10.1063/5.0131457 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​Molecular differences of angiogenic versus vessel co-opting colorectal cancer liver metastases at single-cell resolution​
    Fleischer, J. R.; Schmitt, A. M.; Haas, G.; Xu, X.; Zeisberg, E. M.; Bohnenberger, H. & Küffer, S. et al.​ (2023) 
    Molecular Cancer, 22(1) art. 17​.​ DOI: https://doi.org/10.1186/s12943-023-01713-1 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​Towards Unbiased Fluorophore Counting in Superresolution Fluorescence Microscopy​
    Laitenberger, O.; Aspelmeier, T.; Staudt, T.; Geisler, C.; Munk, A.   & Egner, A. ​ (2023) 
    Nanomaterials, 13(3).​ DOI: https://doi.org/10.3390/nano13030459 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Full-field x-ray fluorescence imaging using a Fresnel zone plate coded aperture​
    Soltau, J. ; Meyer, P.; Hartmann, R.; Strüder, L.; Soltau, H. & Salditt, T. ​ (2023) 
    Optica, 10(1) pp. 127​-133​.​ DOI: https://doi.org/10.1364/OPTICA.477809 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​On the Fabrication and Characterization of Polymer-Based Waveguide Probes for Use in Future Optical Cochlear Implants​
    Helke, C.; Reinhardt, M.; Arnold, M.; Schwenzer, F.; Haase, M.; Wachs, M. & Goßler, C. et al.​ (2023) 
    Materials, 16(1) pp. 106​.​ DOI: https://doi.org/10.3390/ma16010106 
    ​Details  DOI  PMID  PMC 
  • 2023 | Journal Article | 
    ​ ​A bivariate relative poverty line for leisure time and income poverty: Detecting intersectional differences using distributional copulas​
    Dorn, F.; Radice, R.; Marra, G. & Kneib, T. ​ (2023) 
    Review of Income and Wealth, art. roiw.12635​.​ DOI: https://doi.org/10.1111/roiw.12635 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Forecast stock price based on GRA-LoGo model of information filtering networks​
    Liu, Q. & Yahyapour, R. ​ (2023) 
    Journal of intelligent & fuzzy systems, 45(6) pp. 12329​-12339​.​ DOI: https://doi.org/10.3233/JIFS-232479 
    ​Details  DOI 
  • 2023 | Working Paper
    ​ ​Cash Transfers and Violent Crime in Indonesia​
    Cisneros, E. ; Kis-Katos, K. ; Priebe, J.& Reiners, L.​ (2023) DOI: https://doi.org/10.2139/ssrn.4381722 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​The heterogeneous effects of conflict on education: A spatial analysis in Sub-Saharan Africa​
    Unfried, K. & Kis-Katos, K. ​ (2023) 
    Journal of Peace Research, art. 002234332210995​.​ DOI: https://doi.org/10.1177/00223433221099557 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​Probabilistic time series forecasts with autoregressive transformation models​
    Rügamer, D.; Baumann, P. F. M.; Kneib, T.   & Hothorn, T.​ (2023) 
    Statistics and Computing, 33(2).​ DOI: https://doi.org/10.1007/s11222-023-10212-8 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Multivariate reference and tolerance regions based on conditional transformation models: Application to glycemic markers​
    Lado‐Baleato, Ó.; Cadarso‐Suárez, C.; Kneib, T.   & Gude, F.​ (2023) 
    Biometrical Journal, art. 2200229​.​ DOI: https://doi.org/10.1002/bimj.202200229 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​A Variance Partitioning Multi-level Model for Forest Inventory Data with a Fixed Plot Design​
    Marques, I.; Wiemann, P. F. V. & Kneib, T. ​ (2023) 
    Journal of Agricultural, Biological and Environmental Statistics,.​ DOI: https://doi.org/10.1007/s13253-023-00548-z 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Statistical Analysis of Random Objects Via Metric Measure Laplacians​
    Mordant, G. & Munk, A. ​ (2023) 
    SIAM Journal on Mathematics of Data Science, 5(2) pp. 528​-557​.​ DOI: https://doi.org/10.1137/22M1491022 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Towards more efficient methods for solving regular-expression heavy string constraints​
    Berzish, M.; Day, J. D.; Ganesh, V.; Kulczynski, M.; Manea, F. ; Mora, F. & Nowotka, D.​ (2023) 
    Theoretical Computer Science, 943 pp. 50​-72​.​ DOI: https://doi.org/10.1016/j.tcs.2022.12.009 
    ​Details  DOI 
  • 2023 | Conference Paper
    ​ ​Coherence based Document Clustering​
    Thielmann, A.; Weisser, C.; Kneib, T.   & Säfken, B.​ (2023)
    pp. 9​-16. ​2023 IEEE 17th International Conference on Semantic Computing (ICSC)​, Laguna Hills, CA, USA.
    IEEE. DOI: https://doi.org/10.1109/ICSC56153.2023.00009 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​On the Expressive Power of String Constraints​
    Day, J. D.; Ganesh, V.; Grewal, N. & Manea, F. ​ (2023) 
    Proceedings of the ACM on Programming Languages, 7(POPL) pp. 278​-308​.​ DOI: https://doi.org/10.1145/3571203 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​An overview and a roadmap for artificial intelligence in hematology and oncology​
    Rösler, W.; Altenbuchinger, M.; Baeßler, B.; Beissbarth, T. ; Beutel, G.; Bock, R. & von Bubnoff, N. et al.​ (2023) 
    Journal of Cancer Research and Clinical Oncology,.​ DOI: https://doi.org/10.1007/s00432-023-04667-5 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Rage Against the Mean – A Review of Distributional Regression Approaches​
    Kneib, T. ; Silbersdorff, A.   & Säfken, B.​ (2023) 
    Econometrics and Statistics, 26 pp. 99​-123​.​ DOI: https://doi.org/10.1016/j.ecosta.2021.07.006 
    ​Details  DOI 
  • 2023 | Book Chapter
    ​ ​Onkopipe: A Snakemake Based DNA-Sequencing Pipeline for Clinical Variant Analysis in Precision Medicine​
    Yang, J.; Beißbarth, T.  & Dönitz, J. ​ (2023)
    In:​Röhrig, Rainer; Grabe, Niels; Haag, Martin; Hübner, Ursula; Sax, Ulrich; Oliver Schmidt, Carsten; Sedlmayr, Martin, et al.​ (Eds.), German Medical Data Sciences 2023 – Science. Close to People. : Proceedings of the 68th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds) 2023 in Heilbronn, Germany. ​IOS Press. DOI: https://doi.org/10.3233/SHTI230694 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Imaging of excised cochleae by micro-CT: staining, liquid embedding, and image modalities​
    Schaeper, J. J.; Liberman, M. C. & Salditt, T. ​ (2023) 
    Journal of Medical Imaging, 10(5).​ DOI: https://doi.org/10.1117/1.JMI.10.5.053501 
    ​Details  DOI  PMID  PMC 
  • 2023 | Book Chapter
    ​ ​Topic Model—Machine Learning Classifier Integrations on Geocoded Twitter Data​
    Kant, G.; Weisser, C.; Kneib, T.  & Säfken, B.​ (2023)
    In:​Phuong, Nguyen Hoang; Kreinovich, Vladik​ (Eds.), Biomedical and Other Applications of Soft Computing pp. 105​-120. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-031-08580-2_11 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​Species diversity of forest floor biota in non‐native Douglas‐fir stands is similar to that of native stands​
    Glatthorn, J.; Appleby, S.; Balkenhol, N. ; Kriegel, P.; Likulunga, L. E.; Lu, J. & Matevski, D. et al.​ (2023) 
    Ecosphere, 14(7).​ DOI: https://doi.org/10.1002/ecs2.4609 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​A multilevel analysis of real estate valuation using distributional and quantile regression​
    Razen, A.; Brunauer, W.; Klein, N.; Kneib, T. ; Lang, S. & Umlauf, N.​ (2023) 
    Statistical Modelling, art. 1471082X2311572​.​ DOI: https://doi.org/10.1177/1471082X231157205 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​Using the softplus function to construct alternative link functions in generalized linear models and beyond​
    Wiemann, P. F. V.; Kneib, T.   & Hambuckers, J.​ (2023) 
    Statistical Papers,.​ DOI: https://doi.org/10.1007/s00362-023-01509-x 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Spatial joint models through Bayesian structured piecewise additive joint modelling for longitudinal and time-to-event data​
    Rappl, A.; Kneib, T. ; Lang, S. & Bergherr, E.​ (2023) 
    Statistics and Computing, 33(6).​ DOI: https://doi.org/10.1007/s11222-023-10293-5 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Modelling intra-annual tree stem growth with a distributional regression approach for Gaussian process responses​
    Riebl, H.; Klein, N. & Kneib, T. ​ (2023) 
    Journal of the Royal Statistical Society Series C: Applied Statistics, art. qlad015​.​ DOI: https://doi.org/10.1093/jrsssc/qlad015 
    ​Details  DOI 
  • 2023 | Journal Article | Editorial Contribution (Editorial, Introduction, Epilogue)
    ​ ​Editorial​
    Haupt, H.; Kneib, T.   & Okhrin, Y.​ (2023) 
    Advances in Statistical Analysis, 107(3) pp. 393​-396​.​ DOI: https://doi.org/10.1007/s10182-023-00480-0 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Editorial to the Special Issue “Applications of P-Splines” in Memory of Brian D. Marx​
    Eilers, P. H. & Kneib, T. ​ (2023) 
    Statistical Modelling, 23(5-6) pp. 407​-408​.​ DOI: https://doi.org/10.1177/1471082X231201705 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Bayesian Conditional Transformation Models​
    Carlan, M.; Kneib, T.   & Klein, N.​ (2023) 
    Journal of the American Statistical Association, pp. 1​-14​.​ DOI: https://doi.org/10.1080/01621459.2023.2191820 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​A Survey on Identity and Access Management for Cross-Domain Dynamic Users: Issues, Solutions, and Challenges​
    Badirova, A.; Dabbaghi, S.; Moghaddam, F. F.; Wieder, P. & Yahyapour, R. ​ (2023) 
    IEEE Access, 11 pp. 61660​-61679​.​ DOI: https://doi.org/10.1109/ACCESS.2023.3279492 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​Impact of Portal Vein Resection (PVR) in Patients Who Underwent Curative Intended Pancreatic Head Resection​
    Bernhardt, M.; Rühlmann, F.; Azizian, A.; Kölling, M. A.; Beißbarth, T. ; Grade, M. & König, A. O. et al.​ (2023) 
    Biomedicines, 11(11) pp. 3025​.​ DOI: https://doi.org/10.3390/biomedicines11113025 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification​
    Pfeifer, B.; Chereda, H.; Martin, R.; Saranti, A.; Clemens, S.; Hauschild, A.-C. & Beißbarth, T.  et al.​ (2023) 
    Bioinformatics, 39(11) art. btad703​.​ DOI: https://doi.org/10.1093/bioinformatics/btad703 
    ​Details  DOI 
  • 2023 | Preprint
    ​ ​Empirical Optimal Transport under Estimated Costs: Distributional Limits and Statistical Applications​
    Hundrieser, S.; Mordant, G.; Weitkamp, C. A.& Munk, A. ​ (2023). DOI: https://doi.org/10.48550/ARXIV.2301.01287 
    ​Details  DOI 
  • 2023 | Preprint
    ​ ​A scalable clustering algorithm to approximate graph cuts​
    Suchan, L.; Li, H.  & Munk, A. ​ (2023). DOI: https://doi.org/10.48550/ARXIV.2308.09613 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Toward quantitative super-resolution microscopy: molecular maps with statistical guarantees​
    Proksch, K.; Werner, F.; Keller–Findeisen, J.; Ta, H. & Munk, A. ​ (2023) 
    Microscopy, art. dfad053​.​ DOI: https://doi.org/10.1093/jmicro/dfad053 
    ​Details  DOI 
  • 2023 | Preprint
    ​ ​Multiscale scanning with nuisance parameters​
    König, C.; Munk, A.  & Werner, F.​ (2023). DOI: https://doi.org/10.48550/ARXIV.2307.13301 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Minimax detection of localized signals in statistical inverse problems​
    Pohlmann, M.; Werner, F. & Munk, A. ​ (2023) 
    Information and Inference, 12(3) art. iaad026​.​ DOI: https://doi.org/10.1093/imaiai/iaad026 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​The Ultrametric Gromov–Wasserstein Distance​
    Mémoli, F.; Munk, A. ; Wan, Z. & Weitkamp, C.​ (2023) 
    Discrete & Computational Geometry, 70(4) pp. 1378​-1450​.​ DOI: https://doi.org/10.1007/s00454-023-00583-0 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​A temporal–spatial analysis on the socioeconomic development of rural villages in Thailand and Vietnam based on satellite image data​
    Wölk, F.; Yuan, T.; Kis-Katos, K.   & Fu, X.​ (2023) 
    Computer Communications, 203 pp. 146​-162​.​ DOI: https://doi.org/10.1016/j.comcom.2023.02.017 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​A Closer Look at the Expressive Power of Logics Based on Word Equations​
    Day, J.; Ganesh, V.; Grewal, N.; Konefal, M. & Manea, F. ​ (2023) 
    Theory of Computing Systems,.​ DOI: https://doi.org/10.1007/s00224-023-10154-8 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Absent Subsequences in Words​
    Kosche, M.; Koß, T.; Manea, F.   & Siemer, S.​ (2023) 
    Fundamenta Informaticae, 189(3-4) pp. 199​-240​.​ DOI: https://doi.org/10.3233/FI-222159 
    ​Details  DOI 
  • 2023 | Conference Paper
    ​ ​Morpho-molekulare Pathobiologie des kapillären Netzwerks bei alveolärer kapillärer Dysplasie​
    Kamp, J.; Neubert, L.; Schupp, J.; Wrede, C.; Laenger, F.; Salditt, T.   & Reichmann, J.  et al.​ (2023)
    Pneumologie, 77 pp. 110​-111. ​n.n.​, n.n.. DOI: https://doi.org/10.1055/s-0043-1761140 
    ​Details  DOI 
  • 2023 | Journal Article | 
    ​ ​Lipid vesicle pools studied by passive X-ray microrheology​
    Czajka, T.; Neuhaus, C. ; Alfken, J. ; Stammer, M.; Chushkin, Y.; Pontoni, D. & Hoffmann, C. et al.​ (2023) 
    The European Physical Journal E, 46(12).​ DOI: https://doi.org/10.1140/epje/s10189-023-00375-7 
    ​Details  DOI  PMID  PMC 
  • 2023 | Conference Paper
    ​ ​Morphomolecular Pathobiology of the Capillary Network in Alveolar Capillary Dysplasia​
    Kamp, J. C.; Neubert, L.; Schupp, J.; Wrede, C.; Laenger, F.; Salditt, T.   & Reichmann, J.  et al.​ (2023)
    American Journal of Respiratory and Critical Care Medicine, (207) ​B54. EARLY ORIGINS OF PEDIATRIC LUNG DISEASE​, Washington. DOI: https://doi.org/10.1164/ajrccm-conference.2023.207.1_MeetingAbstracts.A3650 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Multilamellated Basement Membranes in the Capillary Network of Alveolar Capillary Dysplasia​
    Kamp, J. C.; Neubert, L.; Schupp, J. C.; Braubach, P.; Wrede, C.; Laenger, F. & Salditt, T.  et al.​ (2023) 
    The American Journal of Pathology,.​ DOI: https://doi.org/10.1016/j.ajpath.2023.10.012 
    ​Details  DOI 
  • 2023 | Conference Paper
    ​ ​Morphomolecular analysis of the capillary network in alveolar capillary dysplasia​
    Kamp, J.-C.; Neubert, L.; Schupp, J. C.; Wrede, C.; Laenger, F.; Welte, T. & Schwerk, N. et al.​ (2023)
    p. OA4942. ​ERS International Congress 2023 abstracts​
    European Respiratory Society. DOI: https://doi.org/10.1183/13993003.congress-2023.OA4942 
    ​Details  DOI 
  • 2023 | Conference Paper
    ​ ​Investigating human lung tissue by propagation-based phase-contrast X-ray tomography​
    Reichmann, J.; Verleden, S.; Kühnel, M.; Kamp, J. C.; Werlein, C.; Neubert, L. & QuynhBui, T. et al.​ (2023)
    ​LEAPS Meets Life Sciences Conference, Bioimaging​, Elba.
    ​Details 
  • 2023 | Journal Article
    ​ ​Contractility measurements for cardiotoxicity screening with ventricular myocardial slices of pigs​
    Shi, R.; Reichardt, M.; Fiegle, D. J; Küpfer, L. K; Czajka, T.; Sun, Z. & Salditt, T.  et al.​ (2023) 
    Cardiovascular Research, 119(14) pp. 2469​-2481​.​ DOI: https://doi.org/10.1093/cvr/cvad141 
    ​Details  DOI 
  • 2023 | Journal Article
    ​ ​Herzbeteiligung beo COVID-19: Makrophagen-getriebene Entzündung und Gefäßneubildung​
    Werlein, C.; Ackermann, M.; Stark, H.; Shah, H.; Tzankov, A.; Haslbauer, J. & von Stillfried, S. et al.​ (2023) 
    Pneumologie, 77(S01) pp. S110​.​ DOI: https://doi.org/10.1055/s-0043-1761139 
    ​Details  DOI 
  • 2022 | Conference Paper
    ​ ​Imaging of excised cochleae by micro-CT: staining, liquid embedding, and image modalities​
    Schaeper, J. J. ; Liberman, M. C. & Salditt, T. ​ (2022)
    In:Müller, Bert; Wang, Ge​ (Eds.), ​Proceeding of SPIE. (Vol. 12242). ​SPIE Optical Engineering + Applications, Developments in X-Ray Tomography XIV​, San Diego.
    Proc. SPIE 12242​ DOI: https://doi.org/10.1117/12.2632792 
    ​Details  DOI 
  • 2022 | Journal Article | Research Paper | 
    ​ ​Combined optical fluorescence microscopy and X-ray tomography reveals substructures in cell nuclei in 3D​
    Wittmeier, A.; Bernhardt, M.; Robisch, A.-L.; Cassini, C.; Osterhoff, M. ; Salditt, T.   & Köster, S. ​ (2022) 
    Biomedical Optics Express, 13(9) pp. 4954​.​ DOI: https://doi.org/10.1364/BOE.462493 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Fast algorithms for nonlinear and constrained phase retrieval in near-field X-ray holography based on Tikhonov regularization​
    Huhn, S.; Lohse, L. M. ; Lucht, J.   & Salditt, T. ​ (2022) 
    Optics Express, 30(18) pp. 32871​-32886​.​ DOI: https://doi.org/10.1364/OE.462368 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Structure of the myenteric plexus in normal and diseased human ileum analyzed by X-ray virtual histology slices​
    Veress, B.; Peruzzi, N.; Eckermann, M.; Frohn, J. ; Salditt, T. ; Bech, M. & Ohlsson, B.​ (2022) 
    World Journal of Gastroenterology, 28(29) pp. 3994​-4006​.​ DOI: https://doi.org/10.3748/wjg.v28.i29.3994 
    ​Details  DOI  PMID  PMC 
  • 2022 | Journal Article | Research Paper | 
    ​ ​ImputAccur: fast and user-friendly calculation of genotype-imputation accuracy-measures​
    Thormann, K. A.; Tozzi, V.; Starke, P.; Bickeböller, H. ; Baum, M.   & Rosenberger, A. ​ (2022) 
    BMC Bioinformatics, 23(1) art. 316​.​ DOI: https://doi.org/10.1186/s12859-022-04863-z 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Neurotransmitter uptake of synaptic vesicles studied by X-ray diffraction​
    Komorowski, K. ; Preobraschenski, J. ; Ganzella, M.; Alfken, J. ; Neuhaus, C. ; Jahn, R.   & Salditt, T. ​ (2022) 
    European Biophysics Journal, 51(6) pp. 465​-482​.​ DOI: https://doi.org/10.1007/s00249-022-01609-w 
    ​Details  DOI 
  • 2022 | Journal Article | Research Paper | 
    ​ ​Is age at menopause decreasing? – The consequences of not completing the generational cohort​
    Martins, R.; Sousa, B. d.; Kneib, T. ; Hohberg, M. ; Klein, N. ; Duarte, E. & Rodrigues, V.​ (2022) 
    BMC Medical Research Methodology, 22(1) art. 187​.​ DOI: https://doi.org/10.1186/s12874-022-01658-x 
    ​Details  DOI 
  • 2022 | Journal Article | Research Paper | 
    ​ ​Coherent Diffractive Imaging with Diffractive Optics​
    Soltau, J. ; Osterhoff, M.   & Salditt, T. ​ (2022) 
    Physical Review Letters, 128(22).​ DOI: https://doi.org/10.1103/PhysRevLett.128.223901 
    ​Details  DOI 
  • 2022 | Journal Article | Research Paper | 
    ​ ​High-Throughput Profiling of Colorectal Cancer Liver Metastases Reveals Intra- and Inter-Patient Heterogeneity in the EGFR and WNT Pathways Associated with Clinical Outcome​
    Menck, K.; Wlochowitz, D.; Wachter, A.; Conradi, L.-C.; Wolff, A.; Scheel, A. H. & Korf, U. et al.​ (2022) 
    Cancers, 14(9).​ DOI: https://doi.org/10.3390/cancers14092084 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Discussion on “Spatial+: A novel approach to spatial confounding” by Emiko Dupont, Simon N. Wood, and Nicole H. Augustin​
    Marques, I. & Kneib, T. ​ (2022) 
    Biometrics, 78(4) pp. 1295​-1299​.​ DOI: https://doi.org/10.1111/biom.13650 
    ​Details  DOI 
  • 2022 | Preprint
    ​ ​A Unifying Approach to Distributional Limits for Empirical Optimal Transport​
    Hundrieser, S.; Klatt, M.; Staudt, T.& Munk, A. ​ (2022)
    ​Details  arXiv 
  • 2022 | Preprint
    ​ ​Empirical Optimal Transport between Different Measures Adapts to Lower Complexity​
    Hundrieser, S.; Staudt, T.& Munk, A. ​ (2022)
    ​Details  arXiv 
  • 2022 | Preprint
    ​ ​On the Uniqueness of Kantorovich Potentials​
    Staudt, T.; Hundrieser, S.& Munk, A. ​ (2022)
    ​Details  arXiv 
  • 2022 | Conference Paper
    ​ ​Combinatorial Algorithms for Subsequence Matching: A Survey​
    Kosche, M.; Koß, T.; Manea, F.   & Siemer, S.​ (2022)
    ​Proceedings pp. 11​-27. ​12th International Workshop on Non-Classical Models of Automata and Applications​, Debrecen, Hungary. DOI: https://doi.org/10.4204/EPTCS.367.2 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Measurement invariance of six language versions of the post-traumatic stress disorder checklist for DSM-5 in civilians after traumatic brain injury​
    Bockhop, F.; Zeldovich, M.; Cunitz, K.; Van Praag, D.; van der Vlegel, M.; Beißbarth, T.   & Hagmayer, Y. et al.​ (2022) 
    Scientific Reports, 12(1).​ DOI: https://doi.org/10.1038/s41598-022-20170-2 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​In memory of Carmen María Cadarso Suárez (1960–2022)​
    Melis, G. G. & Kneib, T. ​ (2022) 
    Biometrical Journal, 64(7) pp. 1159​-1160​.​ DOI: https://doi.org/10.1002/bimj.202270075 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Naturalized alien floras still carry the legacy of European colonialism​
    Lenzner, B.; Latombe, G.; Schertler, A.; Seebens, H.; Yang, Q.; Winter, M. & Weigelt, P.  et al.​ (2022) 
    Nature Ecology & Evolution,.​ DOI: https://doi.org/10.1038/s41559-022-01865-1 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​An Evidence Based Reporting System for Molecular Tumorboards Identifies Novel Therapeutics for T-Cell Lymphomas​
    Schmidt, N.; Kornrumpf, K.; Ries, L.; Chapuy, B.; Höltermann, C.; Beißbarth, T.   & Dönitz, J. et al.​ (2022) 
    Blood, 140(Supplement 1) pp. 11896​-11897​.​ DOI: https://doi.org/10.1182/blood-2022-167435 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics​
    Marmolejo‐Ramos, F.; Tejo, M.; Brabec, M.; Kuzilek, J.; Joksimovic, S.; Kovanovic, V. & González, J. et al.​ (2022) 
    Wiley Interdisciplinary Reviews. Data Mining and Knowledge Discovery,.​ DOI: https://doi.org/10.1002/widm.1479 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Open tools for quantitative anonymization of tabular phenotype data: literature review​
    Haber, A. C; Sax, U.   & Prasser, F.​ (2022) 
    Briefings in Bioinformatics, art. bbac440​.​ DOI: https://doi.org/10.1093/bib/bbac440 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Seeded binary segmentation: a general methodology for fast and optimal changepoint detection​
    Kovács, S.; Bühlmann, P.; Li, H. & Munk, A. ​ (2022) 
    Biometrika, art. asac052​.​ DOI: https://doi.org/10.1093/biomet/asac052 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Correcting for sample selection bias in Bayesian distributional regression models​
    Wiemann, P. F.; Klein, N. & Kneib, T. ​ (2022) 
    Computational Statistics & Data Analysis, 168 art. S0167947321002164​.​ DOI: https://doi.org/10.1016/j.csda.2021.107382 
    ​Details  DOI 
  • 2022 | Conference Paper
    ​ ​Image Segmentation Using Text and Image Prompts​
    Luddecke, T. & Ecker, A. ​ (2022)
    pp. 7076​-7086. ​2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)​, New Orleans, LA, USA.
    IEEE. DOI: https://doi.org/10.1109/CVPR52688.2022.00695 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Using a Workflow Management Platform in Textual Data Management​
    Doan, T. H. A.; Bingert, S.   & Yahyapour, R. ​ (2022) 
    Data Intelligence, 4(2) pp. 398​-408​.​ DOI: https://doi.org/10.1162/dint_a_00139 
    ​Details  DOI 
  • 2022 | Journal Article | Research Paper
    ​ ​Statistical Methods for Minimax Estimation in Linear Models with Unknown Design Over Finite Alphabets​
    Behr, M. & Munk, A. ​ (2022) 
    SIAM Journal on Mathematics of Data Science, 4(2) pp. 490​-513​.​ DOI: https://doi.org/10.1137/21M1398860 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Gradient boosting in Markov-switching generalized additive models for location, scale, and shape​
    Adam, T.; Mayr, A. & Kneib, T. ​ (2022) 
    Econometrics and Statistics, 22 pp. 3​-16​.​ DOI: https://doi.org/10.1016/j.ecosta.2021.04.002 
    ​Details  DOI 
  • 2022 | Preprint
    ​ ​Large-scale unsupervised discovery of excitatory morphological cell types in mouse visual cortex​
    Weis, M. A.; Papadopoulos, S.; Hansel, L.; Lüddecke, T.; Celii, B.; Fahey, P. G.& Bae, J. A. et al.​ (2022). DOI: https://doi.org/10.1101/2022.12.22.521541 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Kantorovich–Rubinstein Distance and Barycenter for Finitely Supported Measures: Foundations and Algorithms​
    Heinemann, F.; Klatt, M. & Munk, A. ​ (2022) 
    Applied Mathematics & Optimization, 87(1).​ DOI: https://doi.org/10.1007/s00245-022-09911-x 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Regularization approaches in clinical biostatistics: A review of methods and their applications​
    Friedrich, S.; Groll, A.; Ickstadt, K.; Kneib, T. ; Pauly, M.; Rahnenführer, J. & Friede, T. ​ (2022) 
    Statistical Methods in Medical Research, art. 096228022211335​.​ DOI: https://doi.org/10.1177/09622802221133557 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​A seed‐like proteome in oil‐rich tubers​
    Niemeyer, P. W.; Irisarri, I. ; Scholz, P.; Schmitt, K.; Valerius, O. ; Braus, G. H.   & Herrfurth, C.  et al.​ (2022) 
    The Plant Journal, 112(2) art. tpj.15964​.​ DOI: https://doi.org/10.1111/tpj.15964 
    ​Details  DOI 
  • 2022 | Journal Article | Research Paper | 
    ​ ​Mitigating spatial confounding by explicitly correlating Gaussian random fields​
    Marques, I. ; Kneib, T.   & Klein, N.​ (2022) 
    Environmetrics, 33(5).​ DOI: https://doi.org/10.1002/env.2727 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Distribution of Distances based Object Matching: Asymptotic Inference​
    Weitkamp, C. A.; Proksch, K.; Tameling, C. & Munk, A. ​ (2022) 
    Journal of the American Statistical Association, pp. 1​-14​.​ DOI: https://doi.org/10.1080/01621459.2022.2127360 
    ​Details  DOI 
  • 2022 | Conference Paper
    ​ ​CNN-based Shape Estimation for Extended Object Tracking using Point Cloud Measurements​
    Steuernagel, S.; Thormann, K. & Baum, M. ​ (2022)
    pp. 1​-8. ​2022 25th International Conference on Information Fusion (FUSION)​, Linköping, Sweden.
    IEEE. DOI: https://doi.org/10.23919/FUSION49751.2022.9841254 
    ​Details  DOI 
  • 2022 | Conference Paper
    ​ ​Track-to- Track Fusion for Elliptical Extended Targets Parameterized with Orientation and Semi-Axes Lengths​
    Thormann, K. & Baum, M. ​ (2022)
    pp. 1​-8. ​2022 25th International Conference on Information Fusion (FUSION)​, Linköping, Sweden.
    IEEE. DOI: https://doi.org/10.23919/FUSION49751.2022.9841310 
    ​Details  DOI 
  • 2022 | Conference Paper
    ​ ​Deterministic Gaussian Filtering based on Herding​
    Wolf, L. M. & Baum, M. ​ (2022)
    pp. 1​-8. ​2022 25th International Conference on Information Fusion (FUSION)​, Linköping, Sweden.
    IEEE. DOI: https://doi.org/10.23919/FUSION49751.2022.9841346 
    ​Details  DOI 
  • 2022 | Preprint
    ​ ​Diverse task-driven modeling of macaque V4 reveals functional specialization towards semantic tasks​
    Cadena, S. A.; Willeke, K. F.; Restivo, K.; Denfield, G.; Sinz, F. H. ; Bethge, M.& Tolias, A. S. et al.​ (2022). DOI: https://doi.org/10.1101/2022.05.18.492503 10.1101/2022.05.18.492503 
    ​Details  DOI; DOI 
  • 2022 | Book Chapter
    ​ ​The Statistics of Circular Optimal Transport​
    Hundrieser, S.; Klatt, M.& Munk, A. ​ (2022)
    In:​SenGupta, Ashis; Arnold, Barry C.​ (Eds.), Directional Statistics for Innovative Applications. A Bicentennial Tribute to Florence Nightingale pp. 57​-82. ​Singapore: ​Springer. DOI: https://doi.org/10.1007/978-981-19-1044-9_4 
    ​Details  DOI 
  • 2022 | Book Chapter
    ​ ​Subsequences in Bounded Ranges: Matching and Analysis Problems​
    Kosche, M.; Koß, T.; Manea, F.  & Pak, V.​ (2022)
    In:​Lin, Anthony W.; Zetzsche, Georg; Potapov, Igor​ (Eds.), Reachability Problems : 16th International Conference, RP 2022, Kaiserslautern, Germany, October 17–21, 2022, Proceedings pp. 140​-159. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-031-19135-0_10 
    ​Details  DOI 
  • 2022 | Book Chapter
    ​ ​Matching Patterns with Variables Under Edit Distance​
    Gawrychowski, P.; Manea, F.  & Siemer, S.​ (2022)
    In:​Arroyuelo, Diego; Poblete, Barbara​ (Eds.), String Processing and Information Retrieval : 29th International Symposium, SPIRE 2022, Concepción, Chile, November 8–10, 2022, Proceedings pp. 275​-289. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-031-20643-6_20 
    ​Details  DOI 
  • 2022 | Preprint
    ​ ​Statistical analysis of random objects via metric measure Laplacians​
    Mordant, G.& Munk, A. ​ (2022). DOI: https://doi.org/10.48550/arXiv.2204.06493 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Integrating Text Mining into the Curation of Disease Maps​
    Voskamp, M.; Vinhoven, L.; Stanke, F.; Hafkemeyer, S. & Nietert, M. M. ​ (2022) 
    Biomolecules, 12(9) pp. 1278​.​ DOI: https://doi.org/10.3390/biom12091278 
    ​Details  DOI 
  • 2022 | Journal Article | Research Paper | 
    ​ ​BotanizeR: A flexible R package with Shiny app to practice plant identification for online teaching and beyond​
    Denelle, P. ; Weigelt, P. ; Brambach, F.   & Kreft, H. ​ (2022) 
    Plants, People, Planet, 4(2) pp. 122​-127​.​ DOI: https://doi.org/10.1002/ppp3.10226 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​A non-stationary model for spatially dependent circular response data based on wrapped Gaussian processes​
    Marques, I. ; Kneib, T.   & Klein, N. ​ (2022) 
    Statistics and Computing, 32(5).​ DOI: https://doi.org/10.1007/s11222-022-10136-9 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data​
    Weisser, C.; Gerloff, C.; Thielmann, A.; Python, A.; Reuter, A.; Kneib, T.   & Säfken, B.​ (2022) 
    Computational Statistics,.​ DOI: https://doi.org/10.1007/s00180-022-01246-z 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Generalised exponential-Gaussian distribution: a method for neural reaction time analysis​
    Marmolejo-Ramos, F.; Barrera-Causil, C.; Kuang, S.; Fazlali, Z.; Wegener, D.; Kneib, T.   & De Bastiani, F. et al.​ (2022) 
    Cognitive Neurodynamics,.​ DOI: https://doi.org/10.1007/s11571-022-09813-2 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Bayesian discrete conditional transformation models​
    Carlan, M. & Kneib, T. ​ (2022) 
    Statistical Modelling, art. 1471082X2211141​.​ DOI: https://doi.org/10.1177/1471082X221114177 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Online Orchestration of Collaborative Caching for Multi-Bitrate Videos in Edge Computing​
    Yang, S.; Jiao, L.; Yahyapour, R.   & Cao, J.​ (2022) 
    IEEE Transactions on Parallel and Distributed Systems, 33(12) pp. 4207​-4220​.​ DOI: https://doi.org/10.1109/TPDS.2022.3182022 
    ​Details  DOI 
  • 2022 | Book Chapter
    ​ ​Identifying Actionable Variants in Cancer – The Dual Web and Batch Processing Tool MTB-Report​
    Kurz, N. S.; Perera-Bel, J. ; Höltermann, C.; Tucholski, T.; Yang, J. ; Beißbarth, T.  & Dönitz, J. ​ (2022)
    In:​Röhrig, Rainer; Grabe, Niels; Hoffmann, Verena S.; Hübner, Ursula; König, Jochem; Sax, Ulrich; Schreiweis, Björn, et al.​ (Eds.), German Medical Data Sciences 2022 – Future Medicine: More Precise, More Integrative, More Sustainable! : Proceedings of the Joint Conference of the 67th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds) and the 14th Annual Meeting of the TMF – Technology, Methods, and Infrastructure for Networked Medical Research e.V. 2022 online in Kiel, Germany. ​IOS Press. DOI: https://doi.org/10.3233/SHTI220806 
    ​Details  DOI 
  • 2022 | Preprint
    ​ ​The Sensorium competition on predicting large-scale mouse primary visual cortex activity​
    Willeke, K. F.; Fahey, P. G.; Bashiri, M.; Pede, L.; Burg, M. F.; Blessing, C.& Cadena, S. A. et al.​ (2022). DOI: https://doi.org/10.48550/ARXIV.2206.08666 
    ​Details  DOI  arXiv 
  • 2022 | Journal Article | 
    ​ ​A Variational View on Statistical Multiscale Estimation​
    Haltmeier, M.; Li, H.   & Munk, A. ​ (2022) 
    Annual Review of Statistics and Its Application, 9(1) pp. 343​-372​.​ DOI: https://doi.org/10.1146/annurev-statistics-040120-030531 
    ​Details  DOI 
  • 2022 | Preprint
    ​ ​Unbalanced Kantorovich-Rubinstein distance and barycenter for finitely supported measures: A statistical perspective​
    Heinemann, F.; Klatt, M.& Munk, A. ​ (2022). DOI: https://doi.org/10.48550/ARXIV.2211.08858 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Limit laws for empirical optimal solutions in random linear programs​
    Klatt, M.; Munk, A.   & Zemel, Y.​ (2022) 
    Annals of Operations Research,.​ DOI: https://doi.org/10.1007/s10479-022-04698-0 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Randomized Wasserstein Barycenter Computation: Resampling with Statistical Guarantees​
    Heinemann, F.; Munk, A.   & Zemel, Y.​ (2022) 
    SIAM Journal on Mathematics of Data Science, 4(1) pp. 229​-259​.​ DOI: https://doi.org/10.1137/20M1385263 
    ​Details  DOI 
  • 2022 | Journal Article | Research Paper | 
    ​ ​An iterative topic model filtering framework for short and noisy user-generated data: analyzing conspiracy theories on twitter​
    Kant, G.; Wiebelt, L.; Weisser, C.; Kis-Katos, K. ; Luber, M. & Säfken, B.​ (2022) 
    International Journal of Data Science and Analytics,.​ DOI: https://doi.org/10.1007/s41060-022-00321-4 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Mapping ex ante risks of COVID‐19 in Indonesia using a Bayesian geostatistical model on airport network data​
    Seufert, J. D.; Python, A.; Weisser, C.; Cisneros, E. ; Kis-Katos, K.   & Kneib, T. ​ (2022) 
    Journal of the Royal Statistical Society: Series A (Statistics in Society), art. rssa.12866​.​ DOI: https://doi.org/10.1111/rssa.12866 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Foreign investment regulation and firm productivity: Granular evidence from Indonesia​
    Genthner, R. & Kis-Katos, K. ​ (2022) 
    Journal of Comparative Economics, 50(3) pp. 668​-687​.​ DOI: https://doi.org/10.1016/j.jce.2022.02.003 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Water scarcity and social conflict​
    Unfried, K.; Kis-Katos, K.   & Poser, T.​ (2022) 
    Journal of Environmental Economics and Management, 113 art. S0095069622000171​.​ DOI: https://doi.org/10.1016/j.jeem.2022.102633 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Fast and Longest Rollercoasters​
    Gawrychowski, P.; Manea, F.   & Serafin, R.​ (2022) 
    Algorithmica, 84(4) pp. 1081​-1106​.​ DOI: https://doi.org/10.1007/s00453-021-00908-6 
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Import Competition and the Gender Employment Gap in China​
    Wang, F.; Kis-Katos, K.   & Zhou, M.​ (2022) 
    Journal of Human Resources, 59(6) pp. 1830​-1864​.​ DOI: https://doi.org/10.3368/jhr.1220-11399R3 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Context-dependent selectivity to natural images in the retina​
    Goldin, M. A.; Lefebvre, B.; Virgili, S.; Pham Van Cang, M. K.; Ecker, A. ; Mora, T. & Ferrari, U. et al.​ (2022) 
    Nature Communications, 13(1).​ DOI: https://doi.org/10.1038/s41467-022-33242-8 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​3D virtual histopathology of cardiac tissue from Covid-19 patients based on phase-contrast X-ray tomography​
    Reichardt, M.; Moller Jensen, P.; Andersen Dahl, V.; Bjorholm Dahl, A.; Ackermann, M.; Shah, H. & Länger, F. et al.​ (2021) 
    eLife, 10.​ DOI: https://doi.org/10.7554/eLife.71359 
    ​Details  DOI  PMID  PMC 
  • 2021 | Journal Article | 
    ​ ​WNT11/ROR2 signaling is associated with tumor invasion and poor survival in breast cancer​
    Menck, K.; Heinrichs, S.; Wlochowitz, D.; Sitte, M.; Noeding, H.; Janshoff, A. & Treiber, H. et al.​ (2021) 
    Journal of Experimental & Clinical Cancer Research, 40(1) art. 395​.​ DOI: https://doi.org/10.1186/s13046-021-02187-z 
    ​Details  DOI 
  • 2021 | Preprint
    ​ ​Minimax detection of localized signals in statistical inverse problems​
    Pohlmann, M.; Werner, F.& Munk, A. ​ (2021)
    ​Details  arXiv 
  • 2021 | Preprint
    ​ ​Kantorovich-Rubinstein distance and barycenter for finitely supported measures: Foundations and Algorithms​
    Heinemann, F.; Klatt, M.& Munk, A. ​ (2021)
    ​Details  arXiv 
  • 2021 | Journal Article | Research Paper
    ​ ​Three-dimensional virtual histology of the cerebral cortex based on phase-contrast X-ray tomography​
    Eckermann, M.; van der Meer, F.; Cloetens, P.; Ruhwedel, T.; Möbius, W. ; Stadelmann, C.   & Salditt, T. ​ (2021) 
    Biomedical Optics Express, 12(12) pp. 7582​.​ DOI: https://doi.org/10.1364/BOE.434885 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Finite-difference propagation for the imulation of x-ray multilayer optics​
    Soltau, J. ; Lohse, L. M. ; Osterhoff, M.   & Salditt, T. ​ (2021) 
    Optics Express, 29(25) pp. 41932​.​ DOI: https://doi.org/10.1364/OE.445300 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Three-dimensional virtual histology of the human hippocampus based on phase-contrast computed tomography​
    Eckermann, M.; Schmitzer, B. ; van der Meer, F. ; Franz, J.; Hansen, O.; Stadelmann, C.   & Salditt, T. ​ (2021) 
    Proceedings of the National Academy of Sciences, 118(48) art. e2113835118​.​ DOI: https://doi.org/10.1073/pnas.2113835118 
    ​Details  DOI 
  • 2021 | Journal Article | 
    ​ ​ZaligVinder: A generic test framework for string solvers​
    Kulczynski, M.; Manea, F. ; Nowotka, D. & Poulsen, D. B.​ (2021) 
    Journal of Software, 35(4).​ DOI: https://doi.org/10.1002/smr.2400 
    ​Details  DOI 
  • 2021 | Lecture | 
    ​ ​Künstliche Intelligenz: Was ist das und warum reden alle darüber?​
    Ecker, A. S. ​ (2021)
    Künstliche Intelligenz, Data Science und Gesellschaft; 2021-10-26​, Göttingen.
    ​Details 
  • 2021 | Book Chapter
    ​ ​Structure of Lipid Membranes by Advanced X-Ray Scattering and Imaging​
    Salditt, T. ​ (2021)
    In:​Safinya, Cyrus R.; Rädler, Joachim O.​ (Eds.), Handbook of Lipid Membranes. Molecular, Functional, and Materials Aspects. ​Boca Raton: ​CRC Press.
    ​Details 
  • 2021 | Conference Paper
    ​ ​Towards correlative imaging of neuronal tissue by phase-contrast x-ray tomography and SEM​
    Eckermann, M. & Salditt, T. ​ (2021)
    In:Müller, Bert; Wang, Ge​ (Eds.), ​Developments in X-Ray Tomography XIII p. 2. ​SPIE Optical Engineering + Applications​, San Diego, California. DOI: https://doi.org/10.1117/12.2596133 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​On incoherent diffractive imaging​
    Lohse, L. M. ; Vaßholz, M.   & Salditt, T. ​ (2021) 
    Acta Crystallographica. Section A, Foundations and Advances, 77(5) pp. 480​-496​.​ DOI: https://doi.org/10.1107/S2053273321007300 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Super-resolution X-ray holography​
    Soltau, J. ; Vaßholz, M. ; Osterhoff, M.   & Salditt, T. ​ (2021) 
    Acta Crystallographica. Section A, Foundations and Advances, 77(a2) pp. C919​-C919​.​ DOI: https://doi.org/10.1107/S0108767321087808 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Introductory data science across disciplines, using Python, case studies, and industry consulting projects​
    Lasser, J.; Manik, D.; Silbersdorff, A. ; Säfken, B. & Kneib, T. ​ (2021) 
    Teaching Statistics, 43 pp. S190​-S200​.​ DOI: https://doi.org/10.1111/test.12243 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​In-line holography with hard x-rays at sub-15  nm resolution​
    Soltau, J. ; Vassholz, M. ; Osterhoff, M.   & Salditt, T. ​ (2021) 
    Optica, 8(6) pp. 818​.​ DOI: https://doi.org/10.1364/OPTICA.420060 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Pump-probe X-ray holographic imaging of laser-induced cavitation bubbles with femtosecond FEL pulses​
    Vassholz, M.; Hoeppe, H. P.; Hagemann, J.; Rosselló, J. M.; Osterhoff, M.; Mettin, R. & Kurz, T. et al.​ (2021) 
    Nature Communications, 12(1) art. 3468​.​ DOI: https://doi.org/10.1038/s41467-021-23664-1 
    ​Details  DOI 
  • 2021 | Preprint
    ​ ​Transport Dependency: Optimal Transport Based Dependency Measures​
    Nies, T. G.; Staudt, T.& Munk, A. ​ (2021)
    ​Details  arXiv 
  • 2021 | Journal Article | Research Paper
    ​ ​Multiscale photonic imaging of the native and implanted cochlea​
    Keppeler, D.; Kampshoff, C. A.; Thirumalai, A.; Duque-Afonso, C. J.; Schaeper, J. J. ; Quilitz, T. & Töpperwien, M.  et al.​ (2021) 
    Proceedings of the National Academy of Sciences of the United States of America, 118(18) art. e2014472118​.​ DOI: https://doi.org/10.1073/pnas.2014472118 
    ​Details  DOI  PMID  PMC 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Nanosecond timing and synchronization scheme for holographic pump-probe studies at the MID instrument at European XFEL​
    Osterhoff, M. ; Vaßholz, M. ; Hoeppe, H. P.; Rosselló, J. M.; Mettin, R. ; Hagemann, J.   & Möller, J. et al.​ (2021) 
    Journal of Synchrotron Radiation, 28(3) pp. 987-994​.​ DOI: https://doi.org/10.1107/S1600577521003052 
    ​Details  DOI  PMID  PMC 
  • 2021 | Preprint
    ​ ​Limit Distributions and Sensitivity Analysis for Entropic Optimal Transport on Countable Spaces​
    Hundrieser, S.; Klatt, M.& Munk, A. ​ (2021)
    ​Details  arXiv 
  • 2021 | Journal Article | Research Paper | 
    ​ ​The effect of polydispersity, shape fluctuations and curvature on small unilamellar vesicle small-angle X-ray scattering curves​
    Chappa, V.; Smirnova, Y. G. ; Komorowski, K. ; Müller, M.   & Salditt, T. ​ (2021) 
    Journal of Applied Crystallography, 54(2) pp. 557​-568​.​ DOI: https://doi.org/10.1107/S1600576721001461 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​3‐D X‐ray Nanotomography Reveals Different Carbon Deposition Mechanisms in a Single Catalyst Particle​
    Veselý, M.; Valadian, R.; Lohse, L. M. ; Töpperwien, M. ; Spiers, K.; Garrevoet, J. & Vogt, E. T. C. et al.​ (2021) 
    ChemCatChem, 13(10) pp. 2494​-2507​.​ DOI: https://doi.org/10.1002/cctc.202100276 
    ​Details  DOI 
  • 2021 | Preprint
    ​ ​The Statistics of Circular Optimal Transport​
    Hundrieser, S.; Klatt, M.& Munk, A. ​ (2021)
    ​Details  arXiv 
  • 2021 | Journal Article | 
    ​ ​Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer​
    Chereda, H.; Bleckmann, A.; Menck, K.; Perera-Bel, J.; Stegmaier, P.; Auer, F. & Kramer, F. et al.​ (2021) 
    Genome Medicine, 13(1) art. 42​.​ DOI: https://doi.org/10.1186/s13073-021-00845-7 
    ​Details  DOI 
  • 2021 | Preprint
    ​ ​Analyzing cross-talk between superimposed signals: Vector norm dependent hidden Markov models and applications​
    Vanegas, L. J.; Eltzner, B.; Rudolf, D. ; Dura, M.; Lehnart, S. E.  & Munk, A. ​ (2021). DOI: https://doi.org/10.48550/arXiv.2103.06071 
    ​Details  DOI  arXiv 
  • 2021 | Journal Article | 
    ​ ​Prognostic value of the micronucleus assay for clinical endpoints in neoadjuvant radiochemotherapy for rectal cancer​
    Dröge, L. H.; Hennies, S.; Lorenzen, S.; Conradi, L.-C.; Quack, H.; Liersch, T. & Helms, C. et al.​ (2021) 
    BMC Cancer, 21(1) art. 219​.​ DOI: https://doi.org/10.1186/s12885-021-07914-5 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Observation of electron-induced characteristic x-ray and bremsstrahlung radiation from a waveguide cavity​
    Vassholz, M.   & Salditt, T. ​ (2021) 
    Science Advances, 7(4) pp. eabd5677​.​ DOI: https://doi.org/10.1126/sciadv.abd5677 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Combined scanning small-angle X-ray scattering and holography probes multiple length scales in cell nuclei​
    Wittmeier, A.; Cassini, C.; Töpperwien, M. ; Denz, M.; Hagemann, J. ; Osterhoff, M.   & Salditt, T.  et al.​ (2021) 
    Journal of Synchrotron Radiation, 28(2) pp. 518​-529​.​ DOI: https://doi.org/10.1107/S1600577520016276 
    ​Details  DOI 
  • 2021 | Preprint
    ​ ​The ultrametric Gromov-Wasserstein distance​
    Mémoli, F.; Munk, A. ; Wan, Z.& Weitkamp, C.​ (2021)
    ​Details  arXiv 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Single-pulse phase-contrast imaging at free-electron lasers in the hard X-ray regime​
    Hagemann, J. ; Vaßholz, M. ; Hoeppe, H.; Osterhoff, M. ; Rosselló, J. M.; Mettin, R.   & Seiboth, F. et al.​ (2021) 
    Journal of Synchrotron Radiation, 28(1) pp. 52​-63​.​ DOI: https://doi.org/10.1107/S160057752001557X 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Constraint-Based Hierarchical Cluster Selection in Automotive Radar Data​
    Malzer, C. & Baum, M. ​ (2021) 
    Sensors, 21(10) pp. 3410​.​ DOI: https://doi.org/10.3390/s21103410 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Posterior analysis of n in the binomial (n,p) problem with both parameters unknown—with applications to quantitative nanoscopy​
    Schmidt-Hieber, J.; Schneider, L. F.; Staudt, T.; Krajina, A.; Aspelmeier, T. & Munk, A. ​ (2021) 
    The Annals of Statistics, 49(6).​ DOI: https://doi.org/10.1214/21-AOS2096 
    ​Details  DOI 
  • 2021 | Journal Article | 
    ​ ​Coordinated regulation of WNT/β-catenin, c-Met, and integrin signalling pathways by miR-193b controls triple negative breast cancer metastatic traits​
    Giacomelli, C.; Jung, J.; Wachter, A.; Ibing, S.; Will, R.; Uhlmann, S. & Mannsperger, H. et al.​ (2021) 
    BMC Cancer, 21(1) art. 1296​.​ DOI: https://doi.org/10.1186/s12885-021-08955-6 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Generalized expectile regression with flexible response function​
    Spiegel, E. ; Kneib, T. ; von Gablenz, P. & Otto‐Sobotka, F.​ (2021) 
    Biometrical Journal,.​ DOI: https://doi.org/10.1002/bimj.202000203 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Modelling children's anthropometric status using Bayesian distributional regression merging socio-economic and remote sensed data from South Asia and sub-Saharan Africa​
    Seiler, J.; Harttgen, K.; Kneib, T.   & Lang, S.​ (2021) 
    Economics and Human Biology, 40 pp. 100950​.​ DOI: https://doi.org/10.1016/j.ehb.2020.100950 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Text mining-based word representations for biomedical data analysis and protein-protein interaction networks in machine learning tasks​
    Alachram, H.; Chereda, H.; Beißbarth, T. ; Wingender, E.   & Stegmaier, P.​ (2021) 
    PLoS One, 16(10) art. e0258623​.​ DOI: https://doi.org/10.1371/journal.pone.0258623 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​A prediction-based method to estimate student learning outcome: Impact of response rate and gender differences on evaluation results​
    Grebener, B.-L.; Barth, J.; Anders, S. ; Beißbarth, T.   & Raupach, T. ​ (2021) 
    Medical Teacher, pp. 1​-12​.​ DOI: https://doi.org/10.1080/0142159X.2020.1867714 
    ​Details  DOI 
  • 2021 | Book Chapter
    ​ ​Blocksequences of k-local Words​
    Fleischmann, P.; Haschke, L.; Manea, F. ; Nowotka, D.; Tsida, C. T.& Wiedenbeck, J.​ (2021)
    In:​Bureš, Tomáš; Dondi, Riccardo; Gamper, Johann; Guerrini, Giovanna; Jurdziński, Tomasz; Pahl, Claus; Sikora, Florian, et al.​ (Eds.), SOFSEM 2021: Theory and Practice of Computer Science : 47th International Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2021, Bolzano-Bozen, Italy, January 25–29, 2021, Proceedings pp. 119​-134. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-67731-2_9 
    ​Details  DOI 
  • 2021 | Conference Paper
    ​ ​Kalman Filter Based Extended Object Tracking with a Gaussian Mixture Spatial Distribution Model​
    Thormann, K.; Yang, S. & Baum, M. ​ (2021)
    pp. 293​-298. ​2021 IEEE Intelligent Vehicles Symposium Workshops (IV Workshops)​, Nagoya, Japan.
    IEEE. DOI: https://doi.org/10.1109/IVWorkshops54471.2021.9669221 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Using solar panels for business purposes: Evidence based on high-frequency power usage data​
    Weisser, C.; Lenel, F.; Lu, Y.; Kis-Katos, K.   & Kneib, T. ​ (2021) 
    Development Engineering, 6 pp. 100074​.​ DOI: https://doi.org/10.1016/j.deveng.2021.100074 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Smooth-Transition Regression Models for Non-Stationary Extremes​
    Hambuckers, J. & Kneib, T. ​ (2021) 
    Journal of Financial Econometrics,.​ DOI: https://doi.org/10.1093/jjfinec/nbab005 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Palm oil and the politics of deforestation in Indonesia​
    Cisneros, E. ; Kis-Katos, K.   & Nuryartono, N.​ (2021) 
    Journal of Environmental Economics and Management, 108 art. 102453​.​ DOI: https://doi.org/10.1016/j.jeem.2021.102453 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​An antibiotic-resistance conferring mutation in a neisserial porin: Structure, ion flux, and ampicillin binding​
    Bartsch, A.; Ives, C. M.; Kattner, C.; Pein, F. ; Diehn, M.; Tanabe, M. & Munk, A.  et al.​ (2021) 
    Biochimica et Biophysica Acta. Biomembranes, 1863(6) pp. 183601​.​ DOI: https://doi.org/10.1016/j.bbamem.2021.183601 
    ​Details  DOI  PMID  PMC 
  • 2021 | Journal Article | 
    ​ ​NOTCH Activation via gp130/STAT3 Signaling Confers Resistance to Chemoradiotherapy​
    Koerdel, K.; Spitzner, M. ; Meyer, T. ; Engels, N.; Krause, F.; Gaedcke, J.   & Conradi, L.-C.  et al.​ (2021) 
    Cancers, 13(3) pp. 455​.​ DOI: https://doi.org/10.3390/cancers13030455 
    ​Details  DOI 
  • 2021 | Conference Paper
    ​ ​Untersuchung von altersabhängiger Schwerhörigkeit in der Primatencochlea​
    Kampshoff, C. A.; Duque Afonso, C.; Schaeper, J.; Beutner, D.; Moser, T. ; Salditt, T.   & Meyer, A.​ (2021)
    Laryngo-Rhino-Otologie, 100 ​100 Jahre DGHNO-KHC: Wo kommen wir her? Wo stehen wir? Wo gehen wir hin?​, online. DOI: https://doi.org/10.1055/s-0041-1728264 
    ​Details  DOI 
  • 2021 | Conference Paper
    ​ ​An Optimized Single Sign-On Schema for Reliable Multi -Level Security Management in Clouds​
    Badirova, A.; Dabbaghi, S.; Fatemi-Moghaddam, F. ; Wieder, P.   & Yahyapour, R. ​ (2021)
    ​Proceedings of FiCloud 2021 – 8th International Conference on Future Internet of Things and Cloud pp. 42​-49. ​8th International Conference on Future Internet of Things and Cloud​, Rome, Italy. DOI: https://doi.org/10.1109/FiCloud49777.2021.00014 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Bayesian Effect Selection in Structured Additive Distributional Regression Models​
    Klein, N.; Carlan, M.; Kneib, T. ; Lang, S. & Wagner, H.​ (2021) 
    Bayesian Analysis, 16(2).​ DOI: https://doi.org/10.1214/20-BA1214 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper
    ​ ​Master Regulators Associated with Poor Prognosis in Glioblastoma Multiforme​
    Kalya, M.; Beißbarth, T.   & Kel, A. E.​ (2021) 
    Biochemistry (Moscow). Supplemental Series B, Biomedical Chemistry, 15(4) pp. 263​-273​.​ DOI: https://doi.org/10.1134/S1990750821040077 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper
    ​ ​Multiple haplotype reconstruction from allele frequency data​
    Pelizzola, M.; Behr, M.; Li, H. ; Munk, A.   & Futschik, A.​ (2021) 
    Nature computational science, 1(4) pp. 262​-271​.​ DOI: https://doi.org/10.1038/s43588-021-00056-5 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper
    ​ ​Colocalization for super-resolution microscopy via optimal transport​
    Tameling, C.; Stoldt, S. ; Stephan, T. ; Naas, J.; Jakobs, S.   & Munk, A. ​ (2021) 
    Nature computational science, 1(3) pp. 199​-211​.​ DOI: https://doi.org/10.1038/s43588-021-00050-x 
    ​Details  DOI 
  • 2021 | Conference Paper
    ​ ​Measuring Consumption Changes in Rural Villages based on Satellite Image Data — A Case Study for Thailand and Vietnam​
    Wolk, F.; Yuan, T. ; Kis-Katos, K.   & Fu, X. ​ (2021)
    pp. 600​-607. ​2021 17th International Conference on Mobility, Sensing and Networking (MSN)​, Exeter, United Kingdom.
    IEEE. DOI: https://doi.org/10.1109/MSN53354.2021.00092 
    ​Details  DOI 
  • 2021 | Conference Paper
    ​ ​SmartSSO - A Deep Learning Platform for Automated Account Linkage in Federated Identity Management​
    Varnosfaderani, S. D.; Kasprzak, P.; Pohl, C. & Yahyapour, R. ​ (2021)
    pp. 1​-8. ​2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS)​, Barcelona, Spain.
    IEEE. DOI: https://doi.org/10.1109/COINS51742.2021.9524207 
    ​Details  DOI 
  • 2021 | Conference Paper
    ​ ​A Secure and Flexible Method of Permission Delegation Between Different Account Types​
    Badirova, A.; Dabbaghi, S.; Moghaddam, F. F.; Wieder, P. & Yahyapour, R. ​ (2021)
    pp. 50​-57. ​2021 8th International Conference on Future Internet of Things and Cloud (FiCloud)​, Rome, Italy.
    IEEE. DOI: https://doi.org/10.1109/FiCloud49777.2021.00015 
    ​Details  DOI 
  • 2021 | Conference Paper
    ​ ​Incorporating Range Rate Measurements in EKF-based Elliptical Extended Object Tracking​
    Thormann, K. & Baum, M. ​ (2021)
    pp. 1​-6. ​2021 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)​, Karlsruhe, Germany.
    IEEE. DOI: https://doi.org/10.1109/MFI52462.2021.9591170 
    ​Details  DOI 
  • 2021 | Book Chapter
    ​ ​String Theories Involving Regular Membership Predicates: From Practice to Theory and Back​
    Berzish, M.; Day, J. D.; Ganesh, V.; Kulczynski, M.; Manea, F. ; Mora, F.& Nowotka, D.​ (2021)
    In:​Lecroq, Thierry; Puzynina, Svetlana​ (Eds.), Combinatorics on Words : 13th International Conference, WORDS 2021, Rouen, France, September 13–17, 2021, Proceedings pp. 50​-64. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-85088-3_5 
    ​Details  DOI 
  • 2021 | Book Chapter
    ​ ​An SMT Solver for Regular Expressions and Linear Arithmetic over String Length​
    Berzish, M.; Kulczynski, M.; Mora, F.; Manea, F. ; Day, J. D.; Nowotka, D.& Ganesh, V.​ (2021)
    In:​Silva, Alexandra; Leino, K. Rustan M.​ (Eds.), Computer Aided Verification : 33rd International Conference, CAV 2021, Virtual Event, July 20–23, 2021, Proceedings, Part II pp. 289​-312. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-81688-9_14 
    ​Details  DOI 
  • 2021 | Journal Article | 
    ​ ​Real-World Marine Radar Datasets for Evaluating Target Tracking Methods​
    Fowdur, J. S.; Baum, M.   & Heymann, F.​ (2021) 
    Sensors, 21(14) pp. 4641​.​ DOI: https://doi.org/10.3390/s21144641 
    ​Details  DOI 
  • 2021 | Conference Paper
    ​ ​Identifying Topical Shifts in Twitter Streams: An Integration of Non-negative Matrix Factorisation, Sentiment Analysis and Structural Break Models for Large Scale Data​
    Luber, M.; Weisser, C.; Säfken, B.; Silbersdorff, A. ; Kneib, T.   & Kis-Katos, K. ​ (2021)
    In:Bright, Jonathan; Giachanou, Anastasia; Spaiser, Viktoria; Spezzano, Francesca; George, Anna; Pavliuc, Alexandra​ (Eds.), ​Disinformation in Open Online Media : Third Multidisciplinary International Symposium, MISDOOM 2021, Virtual Event, September 21–22, 2021, Proceedings pp. 33​-49. ​MISDOOM2021​, Oxford.
    Cham​: Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-87031-7_3 
    ​Details  DOI 
  • 2021 | Book Chapter
    ​ ​Absent Subsequences in Words​
    Kosche, M.; Koß, T.; Manea, F.  & Siemer, S.​ (2021)
    In:​Bell, Paul C.; Totzke, Patrick; Potapov, Igor​ (Eds.), Reachability Problems : 15th International Conference, RP 2021, Liverpool, UK, October 25–27, 2021, Proceedings pp. 115​-131. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-89716-1_8 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper
    ​ ​Predicting Tree Species From 3D Laser Scanning Point Clouds Using Deep Learning​
    Seidel, D. ; Annighöfer, P. ; Thielman, A.; Seifert, Q. E. ; Thauer, J.-H.; Glatthorn, J. & Ehbrecht, M. et al.​ (2021) 
    Frontiers in Plant Science, 12.​ DOI: https://doi.org/10.3389/fpls.2021.635440 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Beyond unidimensional poverty analysis using distributional copula models for mixed ordered‐continuous outcomes​
    Hohberg, M. ; Donat, F.; Marra, G. & Kneib, T. ​ (2021) 
    Journal of the Royal Statistical Society: Series C (Applied Statistics), 70(5) pp. 1365​-1390​.​ DOI: https://doi.org/10.1111/rssc.12517 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​On the structure of solution-sets to regular word equations​
    Day, J. D. & Manea, F. ​ (2021) 
    Theory of Computing Systems,.​ DOI: https://doi.org/10.1007/s00224-021-10058-5 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Reconstructing Words from Right-Bounded-Block Words​
    Fleischmann, P.; Lejeune, M.; Manea, F. ; Nowotka, D. & Rigo, M.​ (2021) 
    International Journal of Foundations of Computer Science, 32(06) pp. 619​-640​.​ DOI: https://doi.org/10.1142/S0129054121420016 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Effect of the Lymphocyte Activation Gene 3 Polymorphism rs951818 on Mortality and Disease Progression in Patients with Sepsis—A Prospective Genetic Association Study​
    Mewes, C.; Alexander, T.; Büttner, B.; Hinz, J.; Alpert, A.; Popov, A.-F. & Beißbarth, T.  et al.​ (2021) 
    Journal of Clinical Medicine, 10(22) pp. 5302​.​ DOI: https://doi.org/10.3390/jcm10225302 
    ​Details  DOI 
  • 2021 | Journal Article | 
    ​ ​Interactively visualizing distributional regression models with distreg.vis​
    Stadlmann, S. & Kneib, T. ​ (2021) 
    Statistical Modelling, 22(6) pp. 527​-545​.​ DOI: https://doi.org/10.1177/1471082X211007308 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Learning divisive normalization in primary visual cortex​
    Burg, M. F.; Cadena, S. A.; Denfield, G. H.; Walker, E. Y.; Tolias, A. S.; Bethge, M. & Ecker, A. S. ​ (2021) 
    PLoS Computational Biology, 17(6) pp. e1009028​.​ DOI: https://doi.org/10.1371/journal.pcbi.1009028 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Conditional Model Selection in Mixed-Effects Models with cAIC4​
    Säfken, B.; Rügamer, D.; Kneib, T.   & Greven, S.​ (2021) 
    Journal of Statistical Software, 99(8).​ DOI: https://doi.org/10.18637/jss.v099.i08 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​What is resolution? A statistical minimax testing perspective on superresolution microscopy​
    Kulaitis, G.; Munk, A.   & Werner, F.​ (2021) 
    The Annals of Statistics, 49(4).​ DOI: https://doi.org/10.1214/20-AOS2037 
    ​Details  DOI 
  • 2021 | Journal Article | 
    ​ ​On Turing Machines Deciding According to the Shortest Computations †​
    Manea, F. ​ (2021) 
    Axioms, 10(4) pp. 304​.​ DOI: https://doi.org/10.3390/axioms10040304 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper
    ​ ​Recent Advances of Resource Allocation in Network Function Virtualization​
    Yang, S.; Li, F.; Trajanovski, S.; Yahyapour, R.   & Fu, X. ​ (2021) 
    IEEE Transactions on Parallel and Distributed Systems, 32(2) pp. 295​-314​.​ DOI: https://doi.org/10.1109/TPDS.2020.3017001 
    ​Details  DOI 
  • 2021 | Book Chapter
    ​ ​Modelling Flow in Gas Transmission Networks Using Shape-Constrained Expectile Regression​
    Otto-Sobotka, F.; Mirkov, R.; Hofner, B.& Kneib, T. ​ (2021)
    In:​Daouia, Abdelaati; Ruiz-Gazen, Anne​ (Eds.), Advances in Contemporary Statistics and Econometrics : Festschrift in Honor of Christine Thomas-Agnan pp. 261​-280. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-73249-3_14 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Frame-constrained total variation regularization for white noise regression​
    del Álamo, M.; Li, H.   & Munk, A. ​ (2021) 
    The Annals of Statistics, 49(3).​ DOI: https://doi.org/10.1214/20-AOS2001 
    ​Details  DOI  Preprint 
  • 2021 | Journal Article | 
    ​ ​A stalk fluid forming above the transition from the lamellar to the rhombohedral phase of lipid membranes​
    Scheu, M.; Komorowski, K.; Shen, C. & Salditt, T. ​ (2021) 
    European Biophysics Journal, 50(2) pp. 265​-278​.​ DOI: https://doi.org/10.1007/s00249-020-01493-2 
    ​Details  DOI 
  • 2021 | Journal Article | 
    ​ ​Effects of the Novel PFKFB3 Inhibitor KAN0438757 on Colorectal Cancer Cells and Its Systemic Toxicity Evaluation In Vivo​
    De Oliveira, T.; Goldhardt, T.; Edelmann, M.; Rogge, T. ; Rauch, K. ; Kyuchukov, N. D. & Menck, K.  et al.​ (2021) 
    Cancers, 13(5) pp. 1011​.​ DOI: https://doi.org/10.3390/cancers13051011 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​IGFBP2 Is a Potential Master Regulator Driving the Dysregulated Gene Network Responsible for Short Survival in Glioblastoma Multiforme​
    Kalya, M.; Kel, A.; Wlochowitz, D.; Wingender, E.   & Beißbarth, T. ​ (2021) 
    Frontiers in Genetics, 12 art. 670240​.​ DOI: https://doi.org/10.3389/fgene.2021.670240 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper
    ​ ​A two-phase virtual machine placement policy for data-intensive applications in cloud​
    Sadegh, S.; Zamanifar, K.; Kasprzak, P. & Yahyapour, R. ​ (2021) 
    Journal of Network and Computer Applications, 180 pp. 103025​.​ DOI: https://doi.org/10.1016/j.jnca.2021.103025 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Sekundäre Nutzung von hausärztlichen Routinedaten ist machbar – Bericht vom RADAR Projekt​
    Hauswaldt, J. ; Bahls, T.; Blumentritt, A.; Demmer, I. ; Drepper, J.; Groh, R. & Heinemann, S.  et al.​ (2021) 
    Das Gesundheitswesen, 83(S 02) pp. S130​-S138​.​ DOI: https://doi.org/10.1055/a-1676-4020 
    ​Details  DOI 
  • 2021 | Conference Abstract
    ​ ​The bumpy road of FAIRification in practice​
    Kusch, H. ; Bauer, C. R. K. D. ; Bender, T.; Hügel, J. ; Kossen, R. ; Nußbeck, S. Y.   & Sax, U. ​ (2021)
    ​66. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS), 12. Jahreskongress der Technologie- und Methodenplattform für die vernetzte medizinische Forschung e. V. (TMF)​, virtuell. DOI: https://doi.org/10.3205/21gmds072 
    ​Details  DOI 
  • 2021 | Conference Proceedings
    ​ ​German Medical Data Sciences: ​Proceedings of the Joint Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds E. V. ) and the Central European Network - International Biometric Society (CEN-IBS) 2020 in Berlin, Germany​
    Röhrig, R.; Beißbarth, T. ; Brannath, W.; Prokosch, H.-U.; Schmidtmann, I.; Stolpe, S.& Zapf, A.​ (Eds.) (2021)
    65th Annual Meeting of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS), Meeting of the Central European Network (CEN: German Region, Austro-Swiss Region and Polish Region) of the International Biometric Society (IBS)​, Berlin; Virtual.
    IOS Press.
    ​Details 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Environmental heterogeneity predicts global species richness patterns better than area​
    Udy, K.; Fritsch, M. ; Meyer, K. M. ; Grass, I. ; Hanß, S. ; Hartig, F. & Kneib, T.  et al.​ (2021) 
    Global Ecology and Biogeography, 30(4) pp. 842​-851​.​ DOI: https://doi.org/10.1111/geb.13261 
    ​Details  DOI 
  • 2021 | Book Chapter
    ​ ​Predicting the Effect of Variants of Unknown Significance in Molecular Tumor Boards with the VUS-Predict Pipeline​
    Schlotzig, V.; Kornrumpf, K.; König, A.; Tucholski, T.; Hügel, J. ; Overbeck, T. R.  & Beißbarth, T.  et al.​ (2021)
    In:​Röhrig, Rainer; Beißbarth, Tim; König, Jochem; Ose, Claudia; Rauch, Geraldine; Sax, Ulrich; Schreiweis, Björn, et al.​ (Eds.), German Medical Data Sciences 2021: Digital Medicine: Recognize – Understand – Heal : Proceedings of the Joint Conference of the 66th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds) and the 13th Annual Meeting of the TMF – Technology, Methods, and Infrastructure for Networked Medical Research e.V. 2021 online in Kiel, Germany. ​IOS Press. DOI: https://doi.org/10.3233/SHTI210562 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​AuDoLab: Automatic document labelling and classification for extremely unbalanced data​
    Tillmann, A.; Thielmann, A.; Kant, G.; Weisser, C.; Säfken, B.; Silbersdorff, A.   & Kneib, T. ​ (2021) 
    The Journal of Open Source Software, 6(66) pp. 3719​.​ DOI: https://doi.org/10.21105/joss.03719 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Analysis of patchclamp recordings: model-free multiscale methods and software​
    Pein, F. ; Eltzner, B.   & Munk, A. ​ (2021) 
    European Biophysics Journal, 50(2) pp. 187​-209​.​ DOI: https://doi.org/10.1007/s00249-021-01506-8 
    ​Details  DOI  PMID  PMC 
  • 2021 | Journal Article | Research Paper
    ​ ​Multiscale Quantile Segmentation​
    Jula Vanegas, L.; Behr, M.   & Munk, A. ​ (2021) 
    Journal of the American Statistical Association, pp. 1​-14​.​ DOI: https://doi.org/10.1080/01621459.2020.1859380 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper
    ​ ​I'am hiQ - A Novel Pair of Accuracy Indices for Imputed Genotypes​
    Rosenberger, A. ; Tozzi, V.; Baum, M. ; Thormann, K.; Hung, R. J.; Amos, C. I. & Bickeboeller, H. ​ (2021) 
    Genetic Epidemiology, 45(7) pp. 786​.​
    ​Details  WoS 
  • 2021 | Journal Article
    ​ ​Fusion of Elliptical Extended Object Estimates Parameterized With Orientation and Axes Lengths​
    Thormann, K.   & Baum, M. ​ (2021) 
    IEEE Transactions on Aerospace and Electronic Systems, 57(4) pp. 2369​-2382​.​ DOI: https://doi.org/10.1109/TAES.2021.3057651 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Heterogeneous Idealization of Ion Channel Recordings – Open Channel Noise​
    Pein, F. ; Bartsch, A.; Steinem, C.   & Munk, A. ​ (2021) 
    IEEE Transactions on NanoBioscience, 20(1) pp. 57​-78​.​ DOI: https://doi.org/10.1109/TNB.2020.3031202 
    ​Details  DOI  PMID  PMC 
  • 2020 | Preprint
    ​ ​Randomised Wasserstein Barycenter Computation: Resampling with Statistical Guarantees​
    Heinemann, F.; Munk, A.  & Zemel, Y.​ (2020)
    ​Details  arXiv 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Iterative micro-tomography of biopsy samples from truncated projections with quantitative gray values​
    Robisch, A.-L. ; Frohn, J.   & Salditt, T. ​ (2020) 
    Physics in Medicine and Biology, 65(23) pp. 235034​.​ DOI: https://doi.org/10.1088/1361-6560/abc22f 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​X-ray diffraction and second harmonic imaging reveal new insights into structural alterations caused by pressure-overload in murine hearts​
    Nicolas, J.-D.; Khan, A.; Markus, A. ; Mohamed, B. A. ; Toischer, K. ; Alves, F.   & Salditt, T. ​ (2020) 
    Scientific Reports, 10(1).​ DOI: https://doi.org/10.1038/s41598-020-76163-6 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper | 
    ​ ​3D virtual histology of human pancreatic tissue by multiscale phase-contrast X-ray tomography​
    Frohn, J. ; Reichardt, M.; Osterhoff, M. ; Salditt, T. ; Pinkert-Leetsch, D.; Missbach-Güntner, J. & Alves, F. ​ (2020) 
    Journal of Synchrotron Radiation, 27(6) pp. 1707​-1719​.​ DOI: https://doi.org/10.1107/S1600577520011327 
    ​Details  DOI  PMID  PMC 
  • 2020 | Preprint
    ​ ​Variational Multiscale Nonparametric Regression: Algorithms and Implementation​
    del Alamo, M.; Li, H. ; Munk, A.  & Werner, F.​ (2020)
    ​Details  arXiv 
  • 2020 | Preprint
    ​ ​Optimistic search strategy: Change point detection for large-scale data via adaptive logarithmic queries​
    Kovács, S.; Li, H. ; Haubner, L.; Munk, A.  & Bühlmann, P.​ (2020)
    ​Details  arXiv 
  • 2020 | Journal Article | Research Paper | 
    ​ ​X-Ray Structural Analysis of Single Adult Cardiomyocytes: Tomographic Imaging and Microdiffraction​
    Reichardt, M.; Neuhaus, C. ; Nicolas, J.-D.; Bernhardt, M.; Toischer, K.   & Salditt, T. ​ (2020) 
    Biophysical Journal, 119(7) pp. 1309​-1323​.​ DOI: https://doi.org/10.1016/j.bpj.2020.08.019 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper | 
    ​ ​3d phase‐contrast nanotomography of unstained human skin biopsies may identify morphological differences in the dermis and epidermis between subjects​
    Eckermann, M.; Peruzzi, N.; Frohn, J. ; Bech, M.; Englund, E.; Veress, B. & Salditt, T.  et al.​ (2020) 
    Skin Research & Technology,.​ DOI: https://doi.org/10.1111/srt.12974 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Nanotomographic evaluation of precipitate structure evolution in a Mg–Zn–Zr alloy during plastic deformation​
    Zeller-Plumhoff, B.; Robisch, A.-L. ; Pelliccia, D.; Longo, E.; Slominska, H.; Hermann, A. & Krenkel, M. et al.​ (2020) 
    Scientific Reports, 10(1).​ DOI: https://doi.org/10.1038/s41598-020-72964-x 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​3D analysis of the myenteric plexus of the human bowel by X-ray phase-contrast tomography – a future method?​
    Peruzzi, N.; Veress, B.; Dahlin, L. B.; Salditt, T. ; Andersson, M.; Eckermann, M. & Frohn, J.  et al.​ (2020) 
    Scandinavian Journal of Gastroenterology, 55(10) pp. 1261​-1267​.​ DOI: https://doi.org/10.1080/00365521.2020.1815079 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper | 
    ​ ​3D virtual pathohistology of lung tissue from Covid-19 patients based on phase contrast X-ray tomography​
    Eckermann, M.; Frohn, J. ; Reichardt, M.; Osterhoff, M. ; Sprung, M.; Westermeier, F. & Tzankov, A. et al.​ (2020) 
    eLife, 9 art. e60408​.​ DOI: https://doi.org/10.7554/eLife.60408 
    ​Details  DOI  PMID  PMC 
  • 2020 | Preprint
    ​ ​Heterogeneous Idealization of Ion Channel Recordings -- Open Channel Noise​
    Pein, F.; Bartsch, A.; Steinem, C.  & Munk, A. ​ (2020)
    ​Details  arXiv 
  • 2020 | Journal Article | 
    ​ ​Spatio-temporal expectile regression models​
    Kneib, T. ; Otto-Sobotka, F. & Spiegel, E.​ (2020) 
    Statistical Modelling, 20(4) art. 1471082X1982994​.​ DOI: https://doi.org/10.1177/1471082X19829945 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Elemental quantification and analysis of structural abnormalities in neurons from Parkinson’s-diseased brains by X-ray fluorescence microscopy and diffraction​
    Joppe, K.; Nicolas, J.-D.; Grünewald, T.; Eckermann, M.; Salditt, T.   & Lingor, P. ​ (2020) 
    Biomedical Optics Express,.​ DOI: https://doi.org/10.1364/BOE.389408 
    ​Details  DOI  PMID  PMC 
  • 2020 | Lecture | 
    ​ ​Entscheiden unter Unsicherheit: Wie, wann und weshalb Regierungen auf die Corona-Pandemie reagieren​
    Busch, A. ​ (2020)
    Ein Virus verändert die Welt: Göttinger Wissenschaftler*innen zur Corona-Pandemie; 2020-06-23​, virtuell.
    ​Details 
  • 2020 | Preprint
    ​ ​3d Virtual Patho-Histology of Lung Tissue from Covid-19 Patients based on Phase Contrast X-ray Tomography​
    Eckermann, M.; Frohn, J. ; Reichardt, M.; Osterhoff, M. ; Sprung, M.; Westermeier, F.& Tzankov, A. et al.​ (2020). DOI: https://doi.org/10.1101/2020.06.21.20134882 
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​Gromov-Wasserstein Distance based Object Matching: Asymptotic Inference​
    Weitkamp, C. A.; Proksch, K.; Tameling, C.& Munk, A. ​ (2020)
    ​Details  arXiv 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Benchmarking Unsupervised Object Representations for Video Sequences​
    Weis, M. A.; Chitta, K.; Sharma, Y.; Brendel, W.; Bethge, M.; Geiger, A. & Ecker, A. S. ​ (2020) 
    Journal of Machine Learning Research, 22(183) pp. 1​-61​.​
    ​Details  WoS  Preprint 
  • 2020 | Book Chapter
    ​ ​Scanning Small-Angle X-ray Scattering and Coherent X-ray Imaging of Cells​
    Salditt, T.  & Köster, S. ​ (2020)
    In:​Salditt, Tim; Egner, Alexander; Luke, D. Russell​ (Eds.), Nanoscale Photonic Imaging pp. 405​-433.  DOI: https://doi.org/10.1007/978-3-030-34413-9_15 
    ​Details  DOI 
  • 2020 | Book Chapter
    ​ ​Statistical Foundations of Nanoscale Photonic Imaging​
    Munk, A. ; Staudt, T.& Werner, F.​ (2020)
    In:​Salditt, Tim; Egner, Alexander; Luke, D. Russell​ (Eds.), Nanoscale Photonic Imaging pp. 125​-143.  DOI: https://doi.org/10.1007/978-3-030-34413-9_4 
    ​Details  DOI 
  • 2020 | Anthology
    ​ ​Nanoscale Photonic Imaging​ ​
    Salditt, T. ; Egner, A.  & Luke, D. R. ​ (Eds.) (2020)
    Cham: ​Springer. DOI: https://doi.org/10.1007/978-3-030-34413-9 
    ​Details  DOI 
  • 2020 | Book Chapter
    ​ ​Holographic Imaging and Tomography of Biological Cells and Tissues​
    Salditt, T.  & Töpperwien, M. ​ (2020)
    In:​Salditt, Tim; Egner, Alexander; Luke, D. Russell​ (Eds.), Nanoscale Photonic Imaging pp. 339​-376.  DOI: https://doi.org/10.1007/978-3-030-34413-9_13 
    ​Details  DOI 
  • 2020 | Book Chapter
    ​ ​Coherent X-ray Imaging​
    Salditt, T.  & Robisch, A.-L.​ (2020)
    In:​Salditt, Tim; Egner, Alexander; Luke, D. Russell​ (Eds.), Nanoscale Photonic Imaging pp. 35​-70.  DOI: https://doi.org/10.1007/978-3-030-34413-9_2 
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​What is resolution? A statistical minimax testing perspective on super-resolution microscopy​
    Kulaitis, G.; Munk, A.  & Werner, F.​ (2020)
    ​Details  arXiv 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Vesicle adhesion in the electrostatic strong-coupling regime studied by time-resolved small-angle X-ray scattering​
    Komorowski, K. ; Sztucki, M.; Sharpnack, L.; Brehm, G. ; Köster, S. ; Salditt, T.   & Schaeper, J. ​ (2020) 
    Soft Matter, 16(17) pp. 4142​-4154​.​ DOI: https://doi.org/10.1039/D0SM00259C 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper | 
    ​ ​A phase-retrieval toolbox for X-ray holography and tomography​
    Lohse, L. M. ; Robisch, A. L. ; Töpperwien, M. ; Maretzke, S. ; Krenkel, M.; Hagemann, J.   & Salditt, T. ​ (2020) 
    Journal of Synchrotron Radiation, 27(3) pp. 852​-859​.​ DOI: https://doi.org/10.1107/S1600577520002398 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Multi-scale X-ray phase-contrast tomography of murine heart tissue​
    Reichardt, M.; Frohn, J. ; Khan, A.; Alves, F.   & Salditt, T. ​ (2020) 
    Biomedical Optics Express, 11(5) art. 2633​.​ DOI: https://doi.org/10.1364/BOE.386576 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Correlative x-ray phase-contrast tomography and histology of human brain tissue affected by Alzheimer's disease​
    Töpperwien, M. ; Meer, F. van der ; Stadelmann-Nessler, C.   & Salditt, T. ​ (2020) 
    NeuroImage, 210 pp. 116523​.​ DOI: https://doi.org/10.1016/j.neuroimage.2020.116523 
    ​Details  DOI  PMID  PMC 
  • 2020 | Working Paper | 
    ​ ​Palm Oil and the politics of deforestation in Indonesia​ (​​EFForTS Discussion Paper Series​, 31​​)
    Cisneros, E. ; Kis-Katos, K.  & Nuryartono, N.​ (2020)
    Göttingen​: SFB 990, University of Göttingen; GOEDOC, Dokumenten- und Publikationsserver der Georg-August-Universität Göttingen.
    ​Details 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Spectral µCT with an energy resolving and interpolating pixel detector​
    Lohse, L. M. ; Vassholz, M. ; Töpperwien, M. ; Jentschke, T.; Bergamaschi, A.; Chiriotti, S. & Salditt, T. ​ (2020) 
    Optics Express, 28(7) pp. 9842​-9859​.​ DOI: https://doi.org/10.1364/OE.385389 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper
    ​ ​Fiber orientation in a whole mouse heart reconstructed by laboratory phase-contrast micro-CT​
    Reichardt, M.; Töpperwien, M. ; Khan, A.; Alves, F.   & Salditt, T. ​ (2020) 
    Journal of Medical Imaging, 7(02) pp. 1​.​ DOI: https://doi.org/10.1117/1.JMI.7.2.023501 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | 
    ​ ​Antibody signatures in patients with histopathologically defined multiple sclerosis patterns​
    Stork, L.; Ellenberger, D.; Ruprecht, K.; Reindl, M.; Beißbarth, T. ; Friede, T.   & Kümpfel, T. et al.​ (2020) 
    Acta Neuropathologica, 139(3) pp. 547​-564​.​ DOI: https://doi.org/10.1007/s00401-019-02120-x 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper
    ​ ​Phase-contrast x-ray tomography of neuronal tissue at laboratory sources with submicron resolution​
    Eckermann, M.; Töpperwien, M. ; Robisch, A. L. ; Meer, F. van der ; Stadelmann-Nessler, C.   & Salditt, T. ​ (2020) 
    Journal of Medical Imaging, 7(01) pp. 1​.​ DOI: https://doi.org/10.1117/1.JMI.7.1.013502 
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​Seeded Binary Segmentation: A general methodology for fast and optimal change point detection​
    Kovács, S.; Li, H. ; Bühlmann, P.& Munk, A. ​ (2020)
    ​Details  arXiv 
  • 2020 | Journal Article
    ​ ​Clinical application of genomic high-throughput data: Infrastructural, ethical, legal and psychosocial aspects​
    Umbach, N.; Beißbarth, T. ; Bleckmann, A.; Duttge, G.; Flatau, L.; König, A. & Kuhn, J. et al.​ (2020) 
    European Neuropsychopharmacology, 31 pp. 1​-15​.​ DOI: https://doi.org/10.1016/j.euroneuro.2019.09.008 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper
    ​ ​Nanoscale x-ray holotomography of human brain tissue with phase retrieval based on multienergy recordings​
    Robisch, A. L. ; Eckermann, M.; Töpperwien, M. ; Meer, F. van der ; Stadelmann-Nessler, C.   & Salditt, T. ​ (2020) 
    Journal of Medical Imaging, 7(1) art. 013501​.​ DOI: https://doi.org/10.1117/1.JMI.7.1.013501 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article
    ​ ​Intensified Histopathological Work-Up after Pancreatic Head Resection Reveals Relevant Prognostic Markers​
    Dusch, N.; Oldani, M.; Steffen, T.; Kitz, J. ; Koenig, U.; Azizian, A.   & König, A. et al.​ (2020) 
    Digestion, pp. 1​-9​.​ DOI: https://doi.org/10.1159/000504648 
    ​Details  DOI  PMID  PMC 
  • 2020 | Preprint
    ​ ​Multiple Haplotype Reconstruction from Allele Frequency Data​
    Pelizzola, M.; Behr, M.; Li, H. ; Munk, A.  & Futschik, A.​ (2020). DOI: https://doi.org/10.1101/2020.07.09.191924 
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​An antibiotic-resistance conferring mutation in a neisserial porin: Structure, ion flux, and ampicillin binding​
    Bartsch, A.; Ives, C. M.; Kattner, C.; Pein, F.; Diehn, M.; Tanabe, M.& Munk, A.  et al.​ (2020). DOI: https://doi.org/10.1101/2020.11.06.369579 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​Towards a Taxonomy for Data Heterogeneity​
    Roeder, J. ; Muntermann, J.   & Kneib, T. ​ (2020)
    ​Proceedings of Internationale Tagung Wirtschaftsinformatik 2020. ​Internationale Tagung Wirtschaftsinformatik 2020​, Potsdam.
    ​Details 
  • 2020 | Journal Article
    ​ ​Flexible instrumental variable distributional regression​
    Briseño Sanchez, G.; Hohberg, M. ; Groll, A.   & Kneib, T. ​ (2020) 
    Journal of the Royal Statistical Society: Series A (Statistics in Society), 183(4) pp. 1553​-1574​.​ DOI: https://doi.org/10.1111/rssa.12598 
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​Testing for dependence on tree structures​
    Behr, M.; Ansari, M. A.; Munk, A.  & Holmes, C.​ (2020). DOI: https://doi.org/10.1101/622811 
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Preface — Special Issue: A Collection of Papers in Honour of the 60th Birthday of Victor Mitrana​
    Csuhaj-Varjú, E. & Manea, F. ​ (2020) 
    International Journal of Foundations of Computer Science, 31(01) pp. 1​-6​.​ DOI: https://doi.org/10.1142/S0129054120020013 
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​The impact of co-national networks on asylum seekers’ employment: Quasi-experimental evidence from Germany​
    Stips, F. & Kis-Katos, K. ​ (2020) 
    PLoS One, 15(8) pp. e0236996​.​ DOI: https://doi.org/10.1371/journal.pone.0236996 
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Multivariate conditional transformation models​
    Klein, N. ; Hothorn, T.; Barbanti, L. & Kneib, T. ​ (2020) 
    Scandinavian Journal of Statistics,.​ DOI: https://doi.org/10.1111/sjos.12501 
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Bayesian Gaussian distributional regression models for more efficient norm estimation​
    Voncken, L.; Kneib, T. ; Albers, C. J.; Umlauf, N. & Timmerman, M. E.​ (2020) 
    British Journal of Mathematical and Statistical Psychology, 74(1) pp. 99​-117​.​ DOI: https://doi.org/10.1111/bmsp.12206 
    ​Details  DOI 
  • 2020 | Preprint | 
    ​ ​Analysis of Patchclamp Recordings: Model-Free Multiscale Methods and Software​
    Pein, F.; Eltzner, B.& Munk, A. ​ (2020)
    ​Details 
  • 2020 | Journal Article | 
    ​ ​Focus on leakage and spillovers: informing land-use governance in a tele-coupled world​
    Meyfroidt, P.; Börner, J.; Garrett, R.; Gardner, T.; Godar, J.; Kis-Katos, K.   & Soares-Filho, B S et al.​ (2020) 
    Environmental Research Letters, 15(9) pp. 090202​.​ DOI: https://doi.org/10.1088/1748-9326/ab7397 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​Deterministic Gibbs Sampling for Data Association in Multi-Object Tracking​
    Wolf, L. M. & Baum, M. ​ (2020)
    pp. 291​-296. ​2020 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)​, Karlsruhe, Germany.
    IEEE. DOI: https://doi.org/10.1109/MFI49285.2020.9235211 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​A Hybrid Approach To Hierarchical Density-based Cluster Selection​
    Malzer, C. & Baum, M. ​ (2020)
    pp. 223​-228. ​2020 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)​, Karlsruhe, Germany.
    IEEE. DOI: https://doi.org/10.1109/MFI49285.2020.9235263 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​Multipath Delay Estimation Using Signal Power Measurements from Multiple Carrier Frequencies​
    Ollander, S.; Bode, F.-W. & Baum, M. ​ (2020)
    pp. 1​-5. ​2020 International Conference on Localization and GNSS (ICL-GNSS)​, Tampere, Finland.
    IEEE. DOI: https://doi.org/10.1109/ICL-GNSS49876.2020.9115535 
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​Learning Divisive Normalization in Primary Visual Cortex​
    Burg, M. F.; Cadena, S. A.; Denfield, G. H.; Walker, E. Y.; Tolias, A. S.; Bethge, M.& Ecker, A. S. ​ (2020). DOI: https://doi.org/10.1101/767285 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​Assymetric Noise Tailoring for Vehicle Lidar data in Extended Object Tracking​
    Kaulbersch, H.; Honer, J. & Baum, M. ​ (2020)
    pp. 191​-196. ​2020 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)​, Karlsruhe, Germany.
    IEEE. DOI: https://doi.org/10.1109/MFI49285.2020.9235253 
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Pattern Matching with Variables​
    Fernau, H.; Manea, F. ; Mercaş, R. & Schmid, M. L.​ (2020) 
    ACM Transactions on Computation Theory, 12(1) pp. 1​-37​.​ DOI: https://doi.org/10.1145/3369935 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​The Power of String Solving​
    Kulczynski, M.; Manea, F. ; Nowotka, D. & Poulsen, D. B.​ (2020)
    pp. 85​-88. ​AST '20: IEEE/ACM 15nd International Conference on Automation of Software Test​, Seoul Republic of Korea.
    New York, NY, USA​: ACM. DOI: https://doi.org/10.1145/3387903.3389317 
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Modelling regional patterns of inefficiency: A Bayesian approach to geoadditive panel stochastic frontier analysis with an application to cereal production in England and Wales​
    Klein, N.; Herwartz, H. & Kneib, T. ​ (2020) 
    Journal of Econometrics, 214(2) pp. 513​-539​.​ DOI: https://doi.org/10.1016/j.jeconom.2019.07.003 
    ​Details  DOI 
  • 2020 | Book Chapter
    ​ ​Scattered Factor-Universality of Words​
    Barker, L.; Fleischmann, P.; Harwardt, K.; Manea, F.  & Nowotka, D.​ (2020)
    In:​Jonoska, Nataša; Savchuk, Dmytro​ (Eds.), Developments in Language Theory : 24th International Conference, DLT 2020, Tampa, FL, USA, May 11–15, 2020, Proceedings pp. 14​-28. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-48516-0_2 
    ​Details  DOI 
  • 2020 | Book Chapter
    ​ ​Reconstructing Words from Right-Bounded-Block Words​
    Fleischmann, P.; Lejeune, M.; Manea, F. ; Nowotka, D.& Rigo, M.​ (2020)
    In:​Jonoska, Nataša; Savchuk, Dmytro​ (Eds.), Developments in Language Theory : 24th International Conference, DLT 2020, Tampa, FL, USA, May 11–15, 2020, Proceedings pp. 96​-109. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-48516-0_8 
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​The temporal structure of the inner retina at a single glance​
    Zhao, Z.; Klindt, D. A.; Maia Chagas, A.; Szatko, K. P.; Rogerson, L.; Protti, D. A. & Behrens, C. et al.​ (2020) 
    Scientific Reports, 10(1) art. 4399​.​ DOI: https://doi.org/10.1038/s41598-020-60214-z 
    ​Details  DOI  PMID  PMC 
  • 2020 | Book Chapter
    ​ ​On Approximate Bayesian Computation Methods for Multiple Object Tracking​
    Sigges, F.  & Baum, M. ​ (2020)
    In:​Gunkelmann, Nina; Baum, Marcus​ (Eds.), Simulation Science : Second International Workshop, SimScience 2019, Clausthal-Zellerfeld, May 8-10, 2019, Revised Selected Papers pp. 39​-51. ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-45718-1_3 
    ​Details  DOI 
  • 2020 | Book Chapter
    ​ ​Bayesian mixed binary-continuous copula regression with an application to childhood undernutrition​
    Klein, N.; Kneib, T. ; Marra, G.& Radice, R.​ (2020)
    In:​Dortet-Bernadet, Jean-Luc; Fan, Yanan; Nott, David; Smith, Mike S.​ (Eds.), Flexible Bayesian Regression Modelling pp. 121​-152. ​Elsevier. DOI: https://doi.org/10.1016/B978-0-12-815862-3.00011-1 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​Rule-based Word Equation Solving​
    Day, J. D.; Kulczynski, M.; Manea, F. ; Nowotka, D. & Poulsen, D. B.​ (2020)
    pp. 87​-97. ​FormaliSE '20: 8th International Conference on Formal Methods in Software Engineering​, Seoul Republic of Korea.
    New York, NY, USA​: ACM. DOI: https://doi.org/10.1145/3372020.3391556 
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Molecular Characterization of Different Histopathological Growth Patterns in Colorectal Cancer Liver Metastases​
    Haas, G.; De Oliveira, T.; Wachter, A.; Menck, K.; Bohnenberger, H.; Edelmann, M. & Goldhardt, T. et al.​ (2020) 
    European Journal of Surgical Oncology, 46(2) art. e77​.​ DOI: https://doi.org/10.1016/j.ejso.2019.11.175 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Statistical Molecule Counting in Super-Resolution Fluorescence Microscopy: Towards Quantitative Nanoscopy​
    Staudt, T.; Aspelmeier, T. ; Laitenberger, O.; Geisler, C. ; Egner, A.   & Munk, A. ​ (2020) 
    Statistical Science, 35(1) pp. 92​-111​.​ DOI: https://doi.org/10.1214/19-STS753 
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Mixed Discrete‐Continuous Regression – A Novel Approach Based on Weight Functions​
    Michaelis, P.; Klein, N. & Kneib, T. ​ (2020) 
    Stat,.​ DOI: https://doi.org/10.1002/sta4.277 
    ​Details  DOI 
  • 2020 | Journal Article | Editorial Contribution (Editorial, Introduction, Epilogue) | 
    ​ ​Editorial​
    Kauermann, G.; Kneib, T.   & Okhrin, Y.​ (2020) 
    Advances in Statistical Analysis, 104(1) pp. 1​-3​.​ DOI: https://doi.org/10.1007/s10182-020-00361-w 
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Noncrossing structured additive multiple-output Bayesian quantile regression models​
    Santos, B. & Kneib, T. ​ (2020) 
    Statistics and Computing,.​ DOI: https://doi.org/10.1007/s11222-020-09925-x 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​Generalization in data-driven models of primary visual cortex​
    Lurz, K.-K.; Bashiri, M.; Willeke, K.; Jagadish, A.; Wang, E.; Walker, E. Y. & Cadena, S. A. et al.​ (2020)
    ​9th International Conference on Learning Representation (ICLR 2021)​, Virtual.
    ​Details 
  • 2020 | Journal Article | Research Paper
    ​ ​Non-stationary spatial regression for modelling monthly precipitation in Germany​
    Marques, I. ; Klein, N. & Kneib, T. ​ (2020) 
    Spatial Statistics, 40 art. 100386​.​ DOI: https://doi.org/10.1016/j.spasta.2019.100386 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Variational Multiscale Nonparametric Regression: Algorithms and Implementation​
    del Alamo, M.; Li, H. ; Munk, A.   & Werner, F. ​ (2020) 
    Algorithms, 13(11) pp. 296​.​ DOI: https://doi.org/10.3390/a13110296 
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​Application of an additive structured copula regression on the joint wind speed and wind direction distribution​
    Seebaß, J. V.; Schlüter, J.; Wacker, B.& Kneib, T. ​ (2020)
    ​Details 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Testing for dependence on tree structures​
    Behr, M. ; Ansari, M. A.; Munk, A.   & Holmes, C.​ (2020) 
    Proceedings of the National Academy of Sciences of the United States of America, 117(18) pp. 9787​-9792​.​ DOI: https://doi.org/10.1073/pnas.1912957117 
    ​Details  DOI  PMID  PMC 
  • 2020 | Conference Paper
    ​ ​Dual-frequency Collaborative Positioning for Minimization of GNSS Errors in Urban Canyons​
    Ollander, S.; Schiegg, F. A.; Bode, F.-W. & Baum, M. ​ (2020)
    pp. 1​-8. ​2020 IEEE 23rd International Conference on Information Fusion (FUSION)​, Rustenburg, South Africa.
    IEEE. DOI: https://doi.org/10.23919/FUSION45008.2020.9190612 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​A Comparison of Kalman Filter-based Approaches for Elliptic Extended Object Tracking​
    Thormann, K.; Yang, S. & Baum, M. ​ (2020)
    pp. 1​-8. ​2020 IEEE 23rd International Conference on Information Fusion (FUSION)​, Rustenburg, South Africa.
    IEEE. DOI: https://doi.org/10.23919/FUSION45008.2020.9190375 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​Simulation-based Analysis of Multipath Delay Distributions in Urban Canyons​
    Ollander, S.; Bode, F.-W. & Baum, M. ​ (2020)
    pp. 1​-10. ​2020 European Navigation Conference (ENC)​, Dresden, Germany.
    IEEE. DOI: https://doi.org/10.23919/ENC48637.2020.9317487 
    ​Details  DOI 
  • 2020 | Conference Paper
    ​ ​Marginal Association Probabilities for Multiple Extended Objects without Enumeration of Measurement Partitions​
    Yang, S.; Wolf, L. M. & Baum, M. ​ (2020)
    pp. 1​-8. ​2020 IEEE 23rd International Conference on Information Fusion (FUSION)​, Rustenburg, South Africa.
    IEEE. DOI: https://doi.org/10.23919/FUSION45008.2020.9190500 
    ​Details  DOI 
  • 2020 | Report
    ​ ​Smooth Transition Regression Models for Non-Stationary Extremes​
    Hambuckers, J.& Kneib, T. ​ (2020). DOI: https://doi.org/10.2139/ssrn.3541718 
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​On Existence and Uniqueness of Maximum Log-Likelihood Parameter Estimation for Two-Parameter Weibull Distributions​
    Wacker, B.; Kneib, T.  & Schlüter, J.​ (2020)
    ​Details 
  • 2020 | Journal Article | 
    ​ ​Treatment effects beyond the mean using distributional regression: Methods and guidance​
    Hohberg, M. ; Pütz, P. & Kneib, T. ​ (2020) 
    PLoS One, 15(2) art. e0226514​.​ DOI: https://doi.org/10.1371/journal.pone.0226514 
    ​Details  DOI  PMID  PMC 
  • 2020 | Conference Paper
    ​ ​Rotation-invariant clustering of neuronal responses in primary visual cortex​
    Ustyuzhaninov, I.; Cadena, S. A.; Froudarakis, E.; Fahey, P. G.; Walker, E. Y.; Cobos, E. & Reimer, J. et al.​ (2020)
    ​8th International Conference on Learning Representations (ICLR 2020)​, Virtual.
    ​Details 
  • 2020 | Journal Article | 
    ​ ​Generalised joint regression for count data: a penalty extension for competitive settings​
    van der Wurp, H.; Groll, A. ; Kneib, T. ; Marra, G. & Radice, R.​ (2020) 
    Statistics and Computing, 30(5) pp. 1419​-1432​.​ DOI: https://doi.org/10.1007/s11222-020-09953-7 
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Comments on: Inference and computation with Generalized Additive Models and their extensions​
    Kneib, T. ​ (2020) 
    TEST, 29(2) pp. 351​-353​.​ DOI: https://doi.org/10.1007/s11749-020-00713-3 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​TIM-3 Genetic Variants Are Associated with Altered Clinical Outcome and Susceptibility to Gram-Positive Infections in Patients with Sepsis​
    Mewes, C.; Alexander, T.; Büttner, B. ; Hinz, J. ; Alpert, A.; Popov, A.-F. & Ghadimi, M.  et al.​ (2020) 
    International Journal of Molecular Sciences, 21(21) pp. 8318​.​ DOI: https://doi.org/10.3390/ijms21218318 
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Constructing temporal regulatory cascades in the context of development and cell differentiation​
    Daou, R.; Beißbarth, T. ; Wingender, E. ; Gültas, M. & Haubrock, M. ​ (2020) 
    PLoS One, 15(4) pp. e0231326​.​ DOI: https://doi.org/10.1371/journal.pone.0231326 
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Discriminating malignant and benign clinical T1 renal masses on computed tomography​
    Uhlig, J.; Biggemann, L.; Nietert, M. M. ; Beißbarth, T. ; Lotz, J. ; Kim, H. S. & Trojan, L.  et al.​ (2020) 
    Medicine, 99(16) pp. e19725​.​ DOI: https://doi.org/10.1097/MD.0000000000019725 
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​The long-term influence of hospital and surgeon volume on local control and survival in the randomized German Rectal Cancer Trial CAO/ARO/AIO-94​
    Sprenger, T. ; Beißbarth, T. ; Sauer, R.; Tschmelitsch, J.; Fietkau, R.; Hohenberger, W. & Staib, L. et al.​ (2020) 
    Surgical Oncology, 35 pp. 200​-205​.​ DOI: https://doi.org/10.1016/j.suronc.2020.08.021 
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Impact of pre-OP independence in patients with limited brain metastases on long-term survival​
    Bleckmann, A. ; Kirchner, B.; Nietert, M. ; Peeck, M.; Balkenhol, M.; Egert, D. & Rohde, T. V. et al.​ (2020) 
    BMC Cancer, 20(1).​ DOI: https://doi.org/10.1186/s12885-020-07459-z 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper
    ​ ​Total variation multiscale estimators for linear inverse problems​
    del Alamo Ruiz, M. & Munk, A. ​ (2020) 
    Information and Inference, 9(4) pp. 961​-986​.​ DOI: https://doi.org/10.1093/imaiai/iaaa001/5766645 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper
    ​ ​Empirical Regularized Optimal Transport: Statistical Theory and Applications​
    Klatt, M.; Tameling, C. & Munk, A. ​ (2020) 
    SIAM Journal on Mathematics of Data Science, 2(2) pp. 419​-443​.​ DOI: https://doi.org/10.1137/19M1278788 
    ​Details  DOI 
  • 2020 | Book Chapter
    ​ ​Photonic Imaging with Statistical Guarantees: From Multiscale Testing to Multiscale Estimation​
    Munk, A. ; Proksch, K. ; Li, H.  & Werner, F. ​ (2020)
    In:​Salditt, Tim; Egner, Alexander; Luke, D. Russell​ (Eds.), Nanoscale Photonic Imaging pp. 283​-312. (Vol. 134). ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-34413-9_11 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper
    ​ ​The essential histogram​
    Li, H. ; Munk, A. ; Sieling, H.   & Walther, G.​ (2020) 
    Biometrika, 107(2) pp. 347​-364​.​ DOI: https://doi.org/10.1093/biomet/asz081 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper
    ​ ​Bump detection in the presence of dependency: Does it ease or does it load?​
    Enikeeva, F.; Munk, A. ; Pohlmann, M. & Werner, F.​ (2020) 
    Bernoulli, 26(4) pp. 3280​-3310​.​ DOI: https://doi.org/10.3150/20-BEJ1226 
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Multidimensional multiscale scanning in exponential families: Limit theory and statistical consequences​
    König, C.; Munk, A.   & Werner, F. ​ (2020) 
    The Annals of Statistics, 48(2).​ DOI: https://doi.org/10.1214/18-AOS1806 
    ​Details  DOI 
  • 2020 | Journal Article
    ​ ​Equations enforcing repetitions under permutations​
    Day, J. D.; Fleischmann, P.; Manea, F.   & Nowotka, D.​ (2020) 
    Discrete Applied Mathematics, 285 pp. 61​-78​.​ DOI: https://doi.org/10.1016/j.dam.2020.05.026 
    ​Details  DOI 
  • 2019 | Journal Article | 
    ​ ​Favorable 90-Day Mortality in Obese Caucasian Patients with Septic Shock According to the Sepsis-3 Definition​
    Mewes, C.; Böhnke, C.; Alexander, T.; Popov, A.-F.; Beißbarth, T. ; Büttner, B. & Hinz, J. et al.​ (2019) 
    Journal of Clinical Medicine, 9(1) pp. 46​.​ DOI: https://doi.org/10.3390/jcm9010046 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article | 
    ​ ​The prognostic capacities of CBP and p300 in locally advanced rectal cancer​
    Rühlmann, F.; Windhof-Jaidhauser, I. M.; Menze, C.; Beißbarth, T. ; Bohnenberger, H.; Ghadimi, M. & Dango, S.​ (2019) 
    World Journal of Surgical Oncology, 17(1) pp. 224​.​ DOI: https://doi.org/10.1186/s12957-019-1764-8 
    ​Details  DOI  PMID  PMC 
  • 2019 | Preprint
    ​ ​Noncrossing structured additive multiple-output Bayesian quantile regression models​
    Santos, B.& Kneib, T. ​ (2019)
    ​Details 
  • 2019 | Journal Article | 
    ​ ​Combined targeting of HER-2 and HER-3 represents a promising therapeutic strategy in colorectal cancer​
    Conradi, L.-C.; Spitzner, M.; Metzger, A.-L.; Kisly, M.; Middel, P.; Bohnenberger, H. & Gaedcke, J. et al.​ (2019) 
    BMC Cancer, 19(1) pp. 880​.​ DOI: https://doi.org/10.1186/s12885-019-6051-0 
    ​Details  DOI  PMID  PMC 
  • 2019 | Book Chapter
    ​ ​Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer​
    Chereda, H.; Bleckmann, A.; Kramer, F.; Leha, A.& Beißbarth, T. ​ (2019)
    In: Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer pp. 181​-186.  DOI: https://doi.org/10.3233/SHTI190824 
    ​Details  DOI  PMID  PMC 
  • 2019 | Book Chapter
    ​ ​Reconstruction of Different Modes of WNT Dependent Protein Networks from Time Series Protein Quantification​
    Sitte, M.; Menck, K.; Wachter, A.; Reinz, E.; Korf, U.; Wiemann, S.& Bleckmann, A. et al.​ (2019)
    In: Reconstruction of Different Modes of WNT Dependent Protein Networks from Time Series Protein Quantification pp. 175​-180.  DOI: https://doi.org/10.3233/SHTI190823 
    ​Details  DOI  PMID  PMC 
  • 2019 | Preprint
    ​ ​Generalised Joint Regression for Count Data with a Focus on Modelling Football Matches​
    van der Wurp, H.; Groll, A. H. ; Kneib, T.  & Marra, G.​ (2019)
    ​Details 
  • 2019 | Preprint
    ​ ​Operational risk, uncertainty, and the economy: a smooth transition extreme value approach​
    Hambuckers, J.& Kneib, T. ​ (2019)
    ​Details 
  • 2019 | Journal Article | 
    ​ ​Image content is more important than Bouma's Law for scene metamers​
    Wallis, T. S. A.; Funke, C. M.; Ecker, A. S. ; Gatys, L. A.; Wichmann, F. A. & Bethge, M.​ (2019) 
    eLife, 8.​ DOI: https://doi.org/10.7554/eLife.42512 
    ​Details  DOI  PMID  PMC 
  • 2019 | Conference Paper
    ​ ​Learning Divisive Normalization in Primary Visual Cortex​
    Günthner, M. F.; Cadena, S. A.; Denfield, G. H.; Walker, E. Y.; Gatys, L. A.; Tolias, A. S. & Bethge, M. et al.​ (2019)
    ​Conference on Cognitive Computational Neuroscience 2019​, Berlin, Germany. DOI: https://doi.org/10.32470/CCN.2019.1211-0 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Candidate-gene association analysis for a continuous phenotype with a spike at zero using parent-offspring trios​
    Klein, N. ; Entwistle, A.; Rosenberger, A. ; Kneib, T.   & Bickeböller, H. ​ (2019) 
    Journal of Applied Statistics, pp. 1​-15​.​ DOI: https://doi.org/10.1080/02664763.2019.1704226 
    ​Details  DOI 
  • 2019 | Journal Article | 
    ​ ​Rocks rock: the importance of rock formations as resting sites of the Eurasian lynx Lynx lynx​
    Signer, J. ; Filla, M.; Schoneberg, S.; Kneib, T. ; Bufka, L.; Belotti, E. & Heurich, M.​ (2019) 
    Wildlife Biology, 2019(1).​ DOI: https://doi.org/10.2981/wlb.00489 
    ​Details  DOI 
  • 2019 | Conference Paper
    ​ ​Loyal Consumers or One-Time Deal Hunters: Repeat Buyer Prediction for E-Commerce​
    Zhao, B.; Takasu, A.; Yahyapour, R.   & Fu, X. ​ (2019)
    ​2019 International Conference on Data Mining Workshops (ICDMW) pp. 1080​-1087. ​2019 International Conference on Data Mining Workshops (ICDMW)​, Beijing, China.
    IEEE. DOI: https://doi.org/10.1109/ICDMW.2019.00158 
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming​
    Michaelis, C.; Mitzkus, B.; Geirhos, R.; Rusak, E.; Bringmann, O.; Ecker, A. S.  & Bethge, M. et al.​ (2019)
    ​Details  arXiv 
  • 2019 | Conference Paper
    ​ ​How well do deep neural networks trained on object recognition characterize the mouse visual system?​
    Cadena, S. A.; Sinz, F. H. ; Muhammad, T.; Froudarakis, E.; Cobos, E.; Walker, E. Y. & Reimer, J. et al.​ (2019)
    ​33rd Conference on Neural Information Processing Systems (NeurIPS 2019)​, ), Vancouver, Canada.
    ​Details 
  • 2019 | Book Chapter
    ​ ​Bioinformatic Methods and Resources for Biomarker Discovery, Validation, Development, and Integration​
    Perera-Bel, J.; Leha, A.& Beißbarth, T. ​ (2019)
    In: Predictive Biomarkers in Oncology pp. 149​-164.  DOI: https://doi.org/10.1007/978-3-319-95228-4_11 
    ​Details  DOI 
  • 2019 | Journal Article | Erratum
    ​ ​Correction: A comparative study of RNA-Seq and microarray data analysis on the two examples of rectal-cancer patients and Burkitt Lymphoma cells​
    Wolff, A.; Bayerlová, M.; Gaedcke, J.; Kube, D. & Beißbarth, T. ​ (2019) 
    PLoS One, 14(10) art. e0224062​.​ DOI: https://doi.org/10.1371/journal.pone.0224062 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article
    ​ ​A trivariate additive regression model with arbitrary link functions and varying correlation matrix​
    Filippou, P.; Kneib, T. ; Marra, G. & Radice, R.​ (2019) 
    Journal of Statistical Planning and Inference, 199 pp. 236​-248​.​ DOI: https://doi.org/10.1016/j.jspi.2018.07.002 
    ​Details  DOI 
  • 2019 | Journal Article | Erratum
    ​ ​Correction to: On the behaviour of marginal and conditional AIC in linear mixed models​
    Greven, S. & Kneib, T. ​ (2019) 
    Biometrika, art. asz051​.​ DOI: https://doi.org/10.1093/biomet/asz051 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Bayesian measurement error correction in structured additive distributional regression with an application to the analysis of sensor data on soil–plant variability​
    Pollice, A.; Jona Lasinio, G.; Rossi, R.; Amato, M.; Kneib, T.   & Lang, S.​ (2019) 
    Stochastic Environmental Research and Risk Assessment, 33(3) pp. 747​-763​.​ DOI: https://doi.org/10.1007/s00477-019-01667-1 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Comparing Search Strategies of Humans and Machines in Clutter​
    Michaelis, C.; Funke, C.; Ecker, A. S. ; Wallis, T. S. & Bethge, M.​ (2019) 
    Journal of Vision, 19(10) art. 309c​.​ DOI: https://doi.org/10.1167/19.10.309c 
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​The temporal structure of the inner retina at a single glance​
    Zhao, Z.; Klindt, D.; Chagas, A. M.; Szatko, K. P.; Rogerson, L.; Protti, D. A.& Behrens, C. et al.​ (2019). DOI: https://doi.org/10.1101/743047 
    ​Details  DOI 
  • 2019 | Book Chapter
    ​ ​Molecular diagnosis and therapy prediction using biomarkers in the era of next-generation sequencing​
    Perera-Bel, J.  & Beißbarth, T. ​ (2019)
    In:​Duttge, Gunnar; Sax, Ulrich; Schweda, Mark; Umbach, Nadine​ (Eds.), Next-generation medicine : ethische, rechtliche und technologische Fragen genomischer Hochdurchsatzdaten in der klinischen Praxis pp. 11​-19. ​Tübingen: ​Mohr Siebeck.
    ​Details 
  • 2019 | Journal Article
    ​ ​Modular regression - a Lego system for building structured additive distributional regression models with tensor product interactions​
    Kneib, T. ; Klein, N.; Lang, S. & Umlauf, N.​ (2019) 
    Test: an official journal of the Spanish Society of Statistics and Operations Research, 28(1) pp. 1​-39​.​ DOI: https://doi.org/10.1007/s11749-019-00631-z 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Rejoinder on: Modular regression - a Lego system for building structured additive distributional regression models with tensor product interactions​
    Kneib, T. ; Klein, N.; Lang, S. & Umlauf, N.​ (2019) 
    Test: an official journal of the Spanish Society of Statistics and Operations Research, 28(1) pp. 55​-59​.​ DOI: https://doi.org/10.1007/s11749-019-00636-8 
    ​Details  DOI 
  • 2019 | Report
    ​ ​Molekulare Mechanismen in Malignen Lymphomen - Demonstrator der personalisierten Medizin: ​Teil B / WP2, 4, 5, 6 : Schlussbericht : Laufzeit des Vorhabens: 01.03.2015-31.12.2018​
    Beißbarth, T.  & Kube, D. ​ (2019)
    ​Details 
  • 2019 | Journal Article
    ​ ​LASSO-type penalization in the framework of generalized additive models for location, scale and shape​
    Groll, A.; Hambuckers, J.; Kneib, T.   & Umlauf, N.​ (2019) 
    Computational Statistics & Data Analysis, 140 pp. 59​-73​.​ DOI: https://doi.org/10.1016/j.csda.2019.06.005 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Adaptive semiparametric M-quantile regression​
    Otto-Sobotka, F.; Salvati, N.; Ranalli, M. G. & Kneib, T. ​ (2019) 
    Econometrics and Statistics, 11 pp. 116​-129​.​ DOI: https://doi.org/10.1016/j.ecosta.2019.03.001 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Multivariate effect priors in bivariate semiparametric recursive Gaussian models​
    Thaden, H.; Klein, N. & Kneib, T. ​ (2019) 
    Computational Statistics & Data Analysis, 137 pp. 51​-66​.​ DOI: https://doi.org/10.1016/j.csda.2018.12.004 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Assessing the relationship between markers of glycemic control through flexible copula regression models​
    Espasandín-Domínguez, J.; Cadarso-Suárez, C.; Kneib, T. ; Marra, G.; Klein, N.; Radice, R. & Lado-Baleato, O. et al.​ (2019) 
    Statistics in Medicine, 38(27) pp. 5161​-5181​.​ DOI: https://doi.org/10.1002/sim.8358 
    ​Details  DOI  PMID  PMC 
  • 2019 | Book Chapter
    ​ ​Mehr als Durchschnittsstatistik: ​Eine kritische Einführung in Regressionsmethoden jenseits des Mittelwertes​
    Hohberg, M. ; Silbersdorff, A.  & Kneib, T. ​ (2019)
    In: Perspektiven einer pluralen Ökonomik pp. 231​-255.  DOI: https://doi.org/10.1007/978-3-658-16145-3_10 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Directional bivariate quantiles: a robust approach based on the cumulative distribution function​
    Klein, N. & Kneib, T. ​ (2019) 
    Advances in Statistical Analysis,.​ DOI: https://doi.org/10.1007/s10182-019-00355-3 
    ​Details  DOI 
  • 2019 | Conference Paper | 
    ​ ​Mapping Cellular Microenvironments: Proximity Labeling and Complexome Profiling​
    Beißbarth, T. ; Bohrer, R.; Feussner, K.; Jahn, O. ; Schmitt, K.; Valerius, O. & Asif, A. R. et al.​ (2019)
    Cells, 8(10) p. 1192. ​Seventh Symposium of the Göttingen Proteomics Forum​, Göttingen.
    MDPI. DOI: https://doi.org/10.3390/cells8101192 
    ​Details  DOI  PMID  PMC 
  • 2019 | Preprint
    ​ ​A multi-locus genetic risk score modulates social buffering of HPA axis activity in wild male primates​
    Gutleb, D. R. ; Roos, C.; Heistermann, M. ; De Moor, D.; Kneib, T. ; Noll, A.  & Schülke, O.  et al.​ (2019)
    ​Details 
  • 2019 | Preprint
    ​ ​Beyond unidimensional poverty analysis using distributional copula models for mixed ordered-continuous outcomes​
    Hohberg, M. ; Donat, F.; Marra, G.& Kneib, T. ​ (2019)
    ​Details 
  • 2019 | Preprint
    ​ ​distreg.vis: Interactively visualizing distributional regression models​
    Stadlmann, S.& Kneib, T. ​ (2019)
    ​Details 
  • 2019 | Preprint
    ​ ​Using the Softplus Function to Construct Alternative Link Functions in Generalized Linear Models and Beyond​
    Wiemann, P.& Kneib, T. ​ (2019)
    ​Details 
  • 2019 | Preprint
    ​ ​Bayesian Gaussian distributional regression models for more efficient norm estimation​
    Voncken, L.; Kneib, T. ; Albers, C. J; Umlauf, N.& Timmerman, M.​ (2019). DOI: https://doi.org/10.31234/osf.io/7j8ym 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Lost in Translation: On the Problem of Data Coding in Penalized Whole Genome Regression with Interactions​
    Martini, J. W R; Rosales, F.; Ha, N.-T.; Heise, J.; Wimmer, V. & Kneib, T. ​ (2019) 
    G3: Genes, Genomes, Genetics, 9(4) pp. 1117​-1129​.​ DOI: https://doi.org/10.1534/g3.118.200961 
    ​Details  DOI  PMID  PMC 
  • 2019 | Conference Paper
    ​ ​Comparing Humans and Deep Neural Networks on Visual Shape Judgments in Cluttered Images​
    Funke, C.; Wallis, T.; Borowski, J.; Michaelis, C. & Ecker, A. ​ (2019)
    p. 199. ​PERCEPTION​
    SAGE PUBLICATIONS LTD.
    ​Details 
  • 2019 | Journal Article | Research Paper | 
    ​ ​Reducing Fertilizer and Avoiding Herbicides in Oil Palm Plantations - Ecological and Economic Valuations​
    Darras, K. F. A. ; Corre, M. D. ; Formaglio, G.; Tjoa, A.; Potapov, A. ; Brambach, F.   & Sibhatu, K. T.  et al.​ (2019) 
    Frontiers in Forests and Global Change, 2.​ DOI: https://doi.org/10.3389/ffgc.2019.00065 
    ​Details  DOI 
  • 2019 | Journal Article | 
    ​ ​Conditional covariance penalties for mixed models​
    Säfken, B. & Kneib, T. ​ (2019) 
    Scandinavian Journal of Statistics, 47(3) pp. 990​-1010​.​ DOI: https://doi.org/10.1111/sjos.12437 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Mixed binary-continuous copula regression models with application to adverse birth outcomes​
    Klein, N. ; Kneib, T. ; Marra, G.; Radice, R.; Rokicki, S. & McGovern, M. E.​ (2019) 
    Statistics in Medicine, 38(3) pp. 413​-436​.​ DOI: https://doi.org/10.1002/sim.7985 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article | Research Paper
    ​ ​CBase: Fast Virtual Machine storage data migration with a new data center structure​
    Zhang, F.; Liu, G.; Zhao, B.; Kasprzak, P.; Fu, X.   & Yahyapour, R. ​ (2019) 
    Journal of Parallel and Distributed Computing, 124 pp. 14​-26​.​ DOI: https://doi.org/10.1016/j.jpdc.2018.10.001 
    ​Details  DOI 
  • 2019 | Journal Article | Research Paper | 
    ​ ​Das Ökosystem der Datenwissenschaften​
    Ludwig, T.; Nagel, W. E. & Yahyapour, R. ​ (2019) 
    Informatik-Spektrum, 42(6) pp. 432​-440​.​ DOI: https://doi.org/10.1007/s00287-019-01219-5 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Delay-Sensitive and Availability-Aware Virtual Network Function Scheduling for NFV​
    Yang, S.; Li, F.; Yahyapour, R.   & Fu, X. ​ (2019) 
    IEEE Transactions on Services Computing, pp. 1​-1​.​ DOI: https://doi.org/10.1109/TSC.2019.2927339 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​A multi-layered policy generation and management engine for semantic policy mapping in clouds​
    Fatemi Moghaddam, F. ; Wieder, P.   & Yahyapour, R. ​ (2019) 
    Digital Communications and Networks,.​ DOI: https://doi.org/10.1016/j.dcan.2019.02.001 
    ​Details  DOI 
  • 2019 | Conference Paper
    ​ ​A Flexible and Compatible Model for Supporting Assurance Level through a Central Proxy​
    Dabbaghi Varnosfaderani, S.; Kasprzak, P.; Pohl, C. & Yahyapour, R. ​ (2019)
    ​2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom) pp. 46​-52. ​IEEE International Conference on Cyber Security and Cloud Computing,​, Paris, France.
    IEEE. DOI: https://doi.org/10.1109/CSCloud/EdgeCom.2019.00018 
    ​Details  DOI 
  • 2019 | Conference Paper
    ​ ​Cloud Security Distributary Set (CSDS): A Policy-Based Framework to Define Multi-Level Security Structure in Clouds​
    Fatemi Moghaddam, F. ; Wieder, P. ; Çemberci, S. B. & Yahyapour, R. ​ (2019)
    ​COINS '19 Proceedings of the International Conference on Omni-Layer Intelligent Systems pp. 74​-79. ​International Conference on Omni-Layer Intelligent Systems​, Crete, Greece. DOI: https://doi.org/10.1145/3312614.3312633 
    ​Details  DOI 
  • 2019 | Conference Paper | 
    ​ ​A Graph Database for Persistent Identifiers​
    Doan, T.; Bingert, S. ; Wiese, L.   & Yahyapour, R. ​ (2019)
    In:Jäschke, Robert; Weidlich, Matthias​ (Eds.), ​Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen" pp. 1​-5. ​LWDA 2019​, Berlin. DOI: https://doi.org/10.15488/9817 
    ​Details  DOI 
  • 2019 | Conference Paper
    ​ ​An Updateable Token-Based Schema for Authentication and Access Management in Clouds​
    Emadinia, T.; Fatemi Moghaddam, F.; Wieder, P. ; Dabbaghi Varnosfaderani, S. & Yahyapour, R. ​ (2019)
    ​Proceedings of the 7th International Conference on Future Internet of Things and Cloud (FiCloud) pp. 50​-56. ​7th International Conference on Future Internet of Things and Cloud (FiCloud)​, Istanbul. DOI: https://doi.org/10.1109/FiCloud.2019.00015 
    ​Details  DOI 
  • 2019 | Conference Proceedings
    ​ ​Euro-Par 2019: Parallel Processing: ​25th International Conference on Parallel and Distributed Computing​
    Yahyapour, R. ​ (Ed.) (2019), Göttingen.
    Cham​: Springer. DOI: https://doi.org/10.1007/978-3-030-29400-7 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​OC-0499 Neutrophilia as prognostic factor for outcome in the CAO/ARO/AIO-04 phase 3 rectal cancer trial​
    Diefenhardt, M.; Hofheinz, R.; Arnold, D.; Müller von den Grün, J.; Liersch, T. ; Ströbel, P.   & Grabenbauer, G. et al.​ (2019) 
    Radiotherapy and Oncology, 133 pp. S256​-S257​.​ DOI: https://doi.org/10.1016/S0167-8140(19)30919-3 
    ​Details  DOI 
  • 2019 | Journal Article | 
    ​ ​CTLA-4 Genetic Variants Predict Survival in Patients with Sepsis​
    Mewes, C.; Büttner, B. ; Hinz, J. M. ; Alpert, A.; Popov, A.-F.; Ghadimi, M. B.   & Beißbarth, T.  et al.​ (2019) 
    Journal of Clinical Medicine, 8(1) art. 70​.​ DOI: https://doi.org/10.3390/jcm8010070 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article
    ​ ​Inception loops discover what excites neurons most using deep predictive models​
    Walker, E. Y.; Sinz, F. H. ; Cobos, E.; Muhammad, T.; Froudarakis, E.; Fahey, P. G. & Ecker, A. S.  et al.​ (2019) 
    Nature Neuroscience, 22(12) pp. 2060​-2065​.​ DOI: https://doi.org/10.1038/s41593-019-0517-x 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article
    ​ ​Deep convolutional models improve predictions of macaque V1 responses to natural images​
    Cadena, S. A.; Denfield, G. H.; Walker, E. Y.; Gatys, L. A.; Tolias, A. S.; Bethge, M. & Ecker, A. S. ​ (2019) 
    PLoS Computational Biology, 15(4) art. e1006897​.​ DOI: https://doi.org/10.1371/journal.pcbi.1006897 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article
    ​ ​Leukocytosis and neutrophilia as independent prognostic immunological biomarkers for clinical outcome in the CAO/ARO/AIO-04 randomized phase 3 rectal cancer trial​
    Diefenhardt, M.; Hofheinz, R.-D.; Martin, D.; Beißbarth, T. ; Arnold, D.; Hartmann, A. & von der Grün, J. et al.​ (2019) 
    International Journal of Cancer, 145(8) pp. 2282​-2291​.​ DOI: https://doi.org/10.1002/ijc.32274 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article | 
    ​ ​Lack of an Association between the Functional Polymorphism TREM-1 rs2234237 and the Clinical Course of Sepsis among Critically Ill Caucasian Patients-A Monocentric Prospective Genetic Association Study​
    Runzheimer, J.; Mewes, C.; Büttner, B. ; Hinz, J. M. ; Popov, A.-F.; Ghadimi, M. B.   & Kristof, K. et al.​ (2019) 
    Journal of Clinical Medicine, 8(3) art. 301​.​ DOI: https://doi.org/10.3390/jcm8030301 
    ​Details  DOI  PMID  PMC 

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