Prof. Dr. Stefan Bonn

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  • 2022 | Preprint
    ​ ​DiSCERN - Deep Single Cell Expression ReconstructioN for improved cell clustering and cell subtype and state detection​
    Hausmann, F.; Ergen-Behr, C.; Khatri, R.; Marouf, M.; Hänzelmann, S.; Gagliani, N.& Huber, S. et al.​ (2022). DOI: https://doi.org/10.1101/2022.03.09.483600 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Deep learning–based cell composition analysis from tissue expression profiles​
    Menden, K.; Marouf, M.; Oller, S.; Dalmia, A.; Magruder, D. S.; Kloiber, K. & Heutink, P. et al.​ (2020) 
    Science Advances, 6(30) pp. eaba2619​.​ DOI: https://doi.org/10.1126/sciadv.aba2619 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Realistic in silico generation and augmentation of single-cell RNA-seq data using generative adversarial networks​
    Marouf, M.; Machart, P.; Bansal, V.; Kilian, C.; Magruder, D. S.; Krebs, C. F. & Bonn, S. ​ (2020) 
    Nature Communications, 11(1).​ DOI: https://doi.org/10.1038/s41467-019-14018-z 
    ​Details  DOI  PMID  PMC 
  • 2019 | Preprint
    ​ ​Deep-learning-based cell composition analysis from tissue expression profiles​
    Menden, K.; Marouf, M.; Oller, S.; Dalmia, A.; Kloiber, K.; Heutink, P.& Bonn, S. ​ (2019). DOI: https://doi.org/10.1101/659227 
    ​Details  DOI 

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Contributor:  Marouf, Mohamed

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https://publications.goettingen-research-online.de URI: /cris/rp/rp10539
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