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Page 1
A robust image segmentation and synthesis pipeline for histopathology.
Jehanzaib M, Almalioglu Y, Ozyoruk KB, Williamson DFK, Abdullah T, Basak K, Demir D, Keles GE, Zafar K, Turan M. Jehanzaib M, et al. Among authors: williamson dfk. Med Image Anal. 2024 Sep 11;99:103344. doi: 10.1016/j.media.2024.103344. Online ahead of print. Med Image Anal. 2024. PMID: 39265361
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. Among authors: williamson dfk. 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. Among authors: williamson dfk. bioRxiv [Preprint]. 2024 Jul 23:2024.07.19.604355. doi: 10.1101/2024.07.19.604355. bioRxiv. 2024. PMID: 39091765 Free PMC article. Preprint.
A multimodal generative AI copilot for human pathology.
Lu MY, Chen B, Williamson DFK, Chen RJ, Zhao M, Chow AK, Ikemura K, Kim A, Pouli D, Patel A, Soliman A, Chen C, Ding T, Wang JJ, Gerber G, Liang I, Le LP, Parwani AV, Weishaupt LL, Mahmood F. Lu MY, et al. Among authors: williamson dfk. Nature. 2024 Oct;634(8033):466-473. doi: 10.1038/s41586-024-07618-3. Epub 2024 Jun 12. Nature. 2024. PMID: 38866050 Free PMC article.
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: williamson dfk. 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: williamson dfk. 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: williamson dfk. 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: williamson dfk. 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: williamson dfk. ArXiv [Preprint]. 2023 Aug 29:arXiv:2308.15474v1. ArXiv. 2023. PMID: 37693180 Free PMC article. Preprint.
31 results