Dr. Colin Griesbach

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  • 2023 | Journal Article | 
    ​ ​Pathare, Presheet, Mohamed Elbayomi, Michael Weyand, Colin Griesbach, and Frank Harig. "MELD-score for risk stratification in cardiac surgery​." ​Heart and Vessels (2023): . ​https://doi.org/10.1007/s00380-023-02262-9.
    ​Details  DOI  PMID  PMC 
  • 2023 | Journal Article | 
    ​ ​Griesbach, Colin, Andreas Mayr, and Elisabeth Bergherr. "Variable Selection and Allocation in Joint Models via Gradient Boosting Techniques​." ​Mathematics ​11, no. 2 (2023): ​411​. ​https://doi.org/10.3390/math11020411.
    ​Details  DOI 
  • 2023 | Conference Paper
    ​ ​Knieper, Lars, Elisabeth Bergherr, Torsten Hothorn, Nadia Müller-Voggel, and Colin Griesbach. "A novel gradient boosting framework for generalised additive mixed models​." ​In Proceedings of the 37th International Workshop on Statistical Modelling, edited by Elisabeth Bergherr, Andreas Groll, Andreas Mayr, ​Proceedings of the 37th International Workshop on Statistical Modelling: ​TU Dortmund University, ​2023. 
    ​Details 
  • 2023 | Journal Article
    ​ ​Potts, Sophie, Elisabeth Bergherr, Constantin Reinke, and Colin Griesbach. "Prediction-based variable selection for component-wise gradient boosting​." ​The International Journal of Biostatistics (2023): . ​https://doi.org/10.1515/ijb-2023-0052.
    ​Details  DOI 
  • 2022 | Conference Paper | 
    ​ ​Knieper, Lars, Colin Griesbach, and Elisabeth Bergherr. "Gradient boosting for linear mixed effects logit models​." ​​2022. 
    ​Details 
  • 2022 | Conference Paper | 
    ​ ​Daub, Alexandra, Boyao Zhang, Colin Griesbach, and Elisabeth Bergherr. "Modeling the prenatal care of women in West Africa by a GAMLSS using a gradient boosting algorithm with an adaptive step-length​." ​​2022. 
    ​Details 
  • 2022 | Journal Article
    ​ ​Zhang, Boyao, Colin Griesbach, and Elisabeth Bergherr. "Bayesian learners in gradient boosting for linear mixed models​." ​The International Journal of Biostatistics ​0, no. 0 (2022): . ​https://doi.org/10.1515/ijb-2022-0029.
    ​Details  DOI  PMID  PMC 
  • 2021 | Journal Article | Research Paper
    ​ ​Griesbach, Colin, Andreas Groll, and Elisabeth Bergherr. "Addressing cluster-constant covariates in mixed effects models via likelihood-based boosting techniques​." ​PLoS One ​16, no. 7 (2021): ​e0254178​. ​https://doi.org/10.1371/journal.pone.0254178.
    ​Details  DOI  PMID  PMC 
  • 2021 | Journal Article | Research Paper
    ​ ​Griesbach, Colin, Benjamin Säfken, and Elisabeth Waldmann. "Gradient boosting for linear mixed models​." ​The International Journal of Biostatistics ​17, no. 2 (2021): ​317​-329​. ​https://doi.org/10.1515/ijb-2020-0136.
    ​Details  DOI  PMID  PMC 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Griesbach, Colin, Andreas Groll, and Elisabeth Bergherr. "Joint Modelling Approaches to Survival Analysis via Likelihood-Based Boosting Techniques​." ​Computational and Mathematical Methods in Medicine ​2021 (2021): . ​https://doi.org/10.1155/2021/4384035.
    ​Details  DOI  PMID  PMC 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Nooh, Ehab, Colin Griesbach, Rösch Johannes, Michael Weyand, and Frank Harig. "Development of a new sternal dehiscence prediction scale for decision making in sternal closure techniques after cardiac surgery​." ​Journal of Cardiothoracic Surgery ​16, no. 1 (2021): ​174​. ​https://doi.org/10.1186/s13019-021-01555-2.
    ​Details  DOI  PMID  PMC 
  • 2020 | Conference Paper
    ​ ​Griesbach, Colin, Andreas Groll, and Elisabeth Waldmann. "Addressing cluster-constant covariates in mixed effects models via likelihood-based boosting techniques​." ​In Proceedings of the 35th International Workshop on Statistical Modelling, ​2020. 
    ​Details 
  • 2020 | Journal Article | Research Paper
    ​ ​Rother, Ulrich, Anna Grussler, Colin Griesbach, Veronika Almasi-Sperling, Werner Lang, and Alexander Meyer. "Safety of medical compression stockings in patients with diabetes mellitus or peripheral arterial disease​." ​BMJ Open Diabetes Research & Care ​8, no. 1 (2020): ​e001316​. ​https://doi.org/10.1136/bmjdrc-2020-001316.
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper
    ​ ​Meyer, Alexander, Colin Griesbach, Nils Maudanz, Werner Lang, Veronika Almasi-Sperling, and Ulrich Rother. "Influence of end-stage renal disease on long-term survival after major amputation​." ​Vasa ​49, no. 4 (2020): ​317​-322​. ​https://doi.org/10.1024/0301-1526/a000856.
    ​Details  DOI  PMID  PMC 

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