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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.
Synthetic data in machine learning for medicine and healthcare.
Chen RJ, Lu MY, Chen TY, Williamson DFK, Mahmood F. Chen RJ, et al. Among authors: williamson dfk. Nat Biomed Eng. 2021 Jun;5(6):493-497. doi: 10.1038/s41551-021-00751-8. Nat Biomed Eng. 2021. PMID: 34131324 Free PMC article.
Pan-cancer integrative histology-genomic analysis via multimodal deep learning.
Chen RJ, Lu MY, Williamson DFK, Chen TY, Lipkova J, Noor Z, Shaban M, Shady M, Williams M, Joo B, Mahmood F. Chen RJ, et al. Among authors: williamson dfk. Cancer Cell. 2022 Aug 8;40(8):865-878.e6. doi: 10.1016/j.ccell.2022.07.004. Cancer Cell. 2022. PMID: 35944502 Free PMC article.
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. Among authors: williamson dfk. 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.
32 results