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Artificial intelligence for multimodal data integration in oncology.
Lipkova J, Chen RJ, Chen B, Lu MY, Barbieri M, Shao D, Vaidya AJ, Chen C, Zhuang L, Williamson DFK, Shaban M, Chen TY, Mahmood F. Lipkova J, et al. Cancer Cell. 2022 Oct 10;40(10):1095-1110. doi: 10.1016/j.ccell.2022.09.012. Cancer Cell. 2022. PMID: 36220072 Free PMC article. Review.
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. 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.
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. Cell. 2024 May 9;187(10):2502-2520.e17. doi: 10.1016/j.cell.2024.03.035. Cell. 2024. PMID: 38729110
Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies.
Lipkova J, Chen TY, Lu MY, Chen RJ, Shady M, Williams M, Wang J, Noor Z, Mitchell RN, Turan M, Coskun G, Yilmaz F, Demir D, Nart D, Basak K, Turhan N, Ozkara S, Banz Y, Odening KE, Mahmood F. Lipkova J, et al. Nat Med. 2022 Mar;28(3):575-582. doi: 10.1038/s41591-022-01709-2. Epub 2022 Mar 21. Nat Med. 2022. PMID: 35314822 Free PMC article.
18 results