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Page 1
Deep Learning-based Modeling for Preclinical Drug Safety Assessment.
Jaume G, de Brot S, Song AH, Williamson DFK, Oldenburg L, Zhang A, Chen RJ, Asin J, Blatter S, Dettwiler M, Goepfert C, Grau-Roma L, Soto S, Keller SM, Rottenberg S, Del-Pozo J, Pettit R, Le LP, Mahmood F. Jaume G, et al. bioRxiv [Preprint]. 2024 Jul 23:2024.07.20.604430. doi: 10.1101/2024.07.20.604430. bioRxiv. 2024. PMID: 39091793 Free PMC article. Preprint.
AI-driven Discovery of Morphomolecular Signatures in Toxicology.
Jaume G, Peeters T, Song AH, Pettit R, Williamson DFK, Oldenburg L, Vaidya A, de Brot S, Chen RJ, Thiran JP, Le LP, Gerber G, Mahmood F. Jaume G, et al. bioRxiv [Preprint]. 2024 Jul 23:2024.07.19.604355. doi: 10.1101/2024.07.19.604355. bioRxiv. 2024. PMID: 39091765 Free PMC article. Preprint.
Analysis of 3D pathology samples using weakly supervised AI.
Song AH, Williams M, Williamson DFK, Chow SSL, Jaume G, Gao G, Zhang A, Chen B, Baras AS, Serafin R, Colling R, Downes MR, Farré X, Humphrey P, Verrill C, True LD, Parwani AV, Liu JTC, Mahmood F. Song AH, et al. Among authors: jaume g. Cell. 2024 May 9;187(10):2502-2520.e17. doi: 10.1016/j.cell.2024.03.035. Cell. 2024. PMID: 38729110
Demographic bias in misdiagnosis by computational pathology models.
Vaidya A, Chen RJ, Williamson DFK, Song AH, Jaume G, Yang Y, Hartvigsen T, Dyer EC, Lu MY, Lipkova J, Shaban M, Chen TY, Mahmood F. Vaidya A, et al. Among authors: jaume g. Nat Med. 2024 Apr;30(4):1174-1190. doi: 10.1038/s41591-024-02885-z. Epub 2024 Apr 19. Nat Med. 2024. PMID: 38641744
Towards a general-purpose foundation model for computational pathology.
Chen RJ, Ding T, Lu MY, Williamson DFK, Jaume G, Song AH, Chen B, Zhang A, Shao D, Shaban M, Williams M, Oldenburg L, Weishaupt LL, Wang JJ, Vaidya A, Le LP, Gerber G, Sahai S, Williams W, Mahmood F. Chen RJ, et al. Among authors: jaume g. Nat Med. 2024 Mar;30(3):850-862. doi: 10.1038/s41591-024-02857-3. Epub 2024 Mar 19. Nat Med. 2024. PMID: 38504018 Free PMC article.
A visual-language foundation model for computational pathology.
Lu MY, Chen B, Williamson DFK, Chen RJ, Liang I, Ding T, Jaume G, Odintsov I, Le LP, Gerber G, Parwani AV, Zhang A, Mahmood F. Lu MY, et al. Among authors: jaume g. Nat Med. 2024 Mar;30(3):863-874. doi: 10.1038/s41591-024-02856-4. Epub 2024 Mar 19. Nat Med. 2024. PMID: 38504017 Free PMC article.
A General-Purpose Self-Supervised Model for Computational Pathology.
Chen RJ, Ding T, Lu MY, Williamson DFK, Jaume G, Chen B, Zhang A, Shao D, Song AH, Shaban M, Williams M, Vaidya A, Sahai S, Oldenburg L, Weishaupt LL, Wang JJ, Williams W, Le LP, Gerber G, Mahmood F. Chen RJ, et al. Among authors: jaume g. ArXiv [Preprint]. 2023 Aug 29:arXiv:2308.15474v1. ArXiv. 2023. PMID: 37693180 Free PMC article. Preprint.
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images.
Brancati N, Anniciello AM, Pati P, Riccio D, Scognamiglio G, Jaume G, De Pietro G, Di Bonito M, Foncubierta A, Botti G, Gabrani M, Feroce F, Frucci M. Brancati N, et al. Among authors: jaume g. Database (Oxford). 2022 Oct 17;2022:baac093. doi: 10.1093/database/baac093. Database (Oxford). 2022. PMID: 36251776 Free PMC article.
12 results