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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. 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.
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.
A unifying force for the realization of medical AI.
Lennerz JK, Green U, Williamson DFK, Mahmood F. Lennerz JK, et al. Among authors: williamson dfk. NPJ Digit Med. 2022 Nov 15;5(1):172. doi: 10.1038/s41746-022-00721-7. NPJ Digit Med. 2022. PMID: 36380011 Free PMC article.
28 results