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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.
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.
Algorithmic fairness in artificial intelligence for medicine and healthcare.
Chen RJ, Wang JJ, Williamson DFK, Chen TY, Lipkova J, Lu MY, Sahai S, Mahmood F. Chen RJ, et al. Among authors: williamson dfk. Nat Biomed Eng. 2023 Jun;7(6):719-742. doi: 10.1038/s41551-023-01056-8. Epub 2023 Jun 28. Nat Biomed Eng. 2023. PMID: 37380750 Free PMC article. Review.
31 results