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Jaume, Guillaume; Peeters, Thomas; Song, Andrew H; Pettit, Rowland; Williamson, Drew F K; Oldenburg, Lukas; Vaidya, Anurag; De Brot, Simone; Chen, Richard J; Thiran, Jean-Philippe; Le, Long Phi; Gerber, Georg; Mahmood, Faisal (23 July 2024). AI-driven Discovery of Morphomolecular Signatures in Toxicology. (bioRxiv). Cold Spring Harbor Laboratory 10.1101/2024.07.19.604355
Jaume, Guillaume; De Brot, Simone; Song, Andrew H; Williamson, Drew F K; Oldenburg, Lukas; Zhang, Andrew; Chen, Richard J; Asin, Javier; Blatter, Sohvi; Dettwiler, Martina; Goepfert, Christine; Grau-Roma, Llorenç; Soto, Sara; Keller, Stefan M; Rottenberg, Sven; Del-Pozo, Jorge; Pettit, Rowland; Le, Long Phi; Mahmood, Faisal (23 July 2024). Deep Learning-based Modeling for Preclinical Drug Safety Assessment. (bioRxiv). Cold Spring Harbor Laboratory 10.1101/2024.07.20.604430
Ghaffari Laleh, Narmin; Muti, Hannah Sophie; Loeffler, Chiara Maria Lavinia; Echle, Amelie; Saldanha, Oliver Lester; Mahmood, Faisal; Lu, Ming Y; Trautwein, Christian; Langer, Rupert; Dislich, Bastian; Buelow, Roman D; Grabsch, Heike Irmgard; Brenner, Hermann; Chang-Claude, Jenny; Alwers, Elizabeth; Brinker, Titus J; Khader, Firas; Truhn, Daniel; Gaisa, Nadine T; Boor, Peter; ... (2022). Erratum to 'Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology' Medical Image Analysis, Volume 79, July 2022, 102474. Medical image analysis, 82(102622), p. 102622. Elsevier 10.1016/j.media.2022.102622
Ghaffari Laleh, Narmin; Muti, Hannah Sophie; Loeffler, Chiara Maria Lavinia; Echle, Amelie; Saldanha, Oliver Lester; Mahmood, Faisal; Lu, Ming Y; Trautwein, Christian; Langer, Rupert; Dislich, Bastian; Buelow, Roman D; Grabsch, Heike Irmgard; Brenner, Hermann; Chang-Claude, Jenny; Alwers, Elizabeth; Brinker, Titus J; Khader, Firas; Truhn, Daniel; Gaisa, Nadine T; Boor, Peter; ... (2022). Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology. Medical image analysis, 79, p. 102474. Elsevier 10.1016/j.media.2022.102474
Lipkova, Jana; Chen, Tiffany Y; Lu, Ming Y; Chen, Richard J; Shady, Maha; Williams, Mane; Wang, Jingwen; Noor, Zahra; Mitchell, Richard N; Turan, Mehmet; Coskun, Gulfize; Yilmaz, Funda; Demir, Derya; Nart, Deniz; Basak, Kayhan; Turhan, Nesrin; Ozkara, Selvinaz; Banz, Yara; Odening, Katja E and Mahmood, Faisal (2022). Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies. Nature medicine, 28(3), pp. 575-582. Springer Nature 10.1038/s41591-022-01709-2