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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: williams m, williams w. ArXiv [Preprint]. 2023 Aug 29:arXiv:2308.15474v1. ArXiv. 2023. PMID: 37693180 Free PMC article. Preprint.
Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples.
Song AH, Williams M, Williamson DFK, Jaume G, Zhang A, Chen B, Serafin R, Liu JTC, Baras A, Parwani AV, Mahmood F. Song AH, et al. Among authors: williams m. ArXiv [Preprint]. 2023 Jul 27:arXiv:2307.14907v1. ArXiv. 2023. PMID: 37547660 Free PMC article. Updated. Preprint.
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: williams m, williams w. Nat Med. 2024 Mar;30(3):850-862. doi: 10.1038/s41591-024-02857-3. Epub 2024 Mar 19. Nat Med. 2024. PMID: 38504018
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: williams m. 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. Among authors: williams m. 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.
Dissemination and implementation research coordination and training to improve cardiovascular health in people living with HIV in sub-Saharan Africa: the research coordinating center of the HLB-SIMPLe Alliance.
Tetteh EK, Effah W, Fuentes LL, Steger-May K, Goss CW, Dowdy DW, Huffman MD, Williams MJ, Tonwe V, Bansal GP, Geng EH, Dávila-Román VG, Rice T, Schechtman KB. Tetteh EK, et al. Among authors: williams mj. Implement Sci Commun. 2024 Jun 6;5(1):62. doi: 10.1186/s43058-024-00599-4. Implement Sci Commun. 2024. PMID: 38845055
Evaluating a multifaceted implementation strategy and package of evidence-based interventions based on WHO PEN for people living with HIV and cardiometabolic conditions in Lusaka, Zambia: protocol for the TASKPEN hybrid effectiveness-implementation stepped wedge cluster randomized trial.
Herce ME, Bosomprah S, Masiye F, Mweemba O, Edwards JK, Mandyata C, Siame M, Mwila C, Matenga T, Frimpong C, Mugala A, Mbewe P, Shankalala P, Sichone P, Kasenge B, Chunga L, Adams R, Banda B, Mwamba D, Nachalwe N, Agarwal M, Williams MJ, Tonwe V, Pry JM, Musheke M, Vinikoor M, Mutale W. Herce ME, et al. Among authors: williams mj. Implement Sci Commun. 2024 Jun 6;5(1):61. doi: 10.1186/s43058-024-00601-z. Implement Sci Commun. 2024. PMID: 38844992
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