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Year Number of Results
2013 1
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2019 2
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2021 5
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Page 1
A guide to deep learning in healthcare.
Esteva A, Robicquet A, Ramsundar B, Kuleshov V, DePristo M, Chou K, Cui C, Corrado G, Thrun S, Dean J. Esteva A, et al. Nat Med. 2019 Jan;25(1):24-29. doi: 10.1038/s41591-018-0316-z. Epub 2019 Jan 7. Nat Med. 2019. PMID: 30617335 Review.
Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials.
Esteva A, Feng J, van der Wal D, Huang SC, Simko JP, DeVries S, Chen E, Schaeffer EM, Morgan TM, Sun Y, Ghorbani A, Naik N, Nathawani D, Socher R, Michalski JM, Roach M 3rd, Pisansky TM, Monson JM, Naz F, Wallace J, Ferguson MJ, Bahary JP, Zou J, Lungren M, Yeung S, Ross AE; NRG Prostate Cancer AI Consortium; Sandler HM, Tran PT, Spratt DE, Pugh S, Feng FY, Mohamad O. Esteva A, et al. NPJ Digit Med. 2022 Jun 8;5(1):71. doi: 10.1038/s41746-022-00613-w. NPJ Digit Med. 2022. PMID: 35676445 Free PMC article.
External Validation of a Digital Pathology-based Multimodal Artificial Intelligence Architecture in the NRG/RTOG 9902 Phase 3 Trial.
Ross AE, Zhang J, Huang HC, Yamashita R, Keim-Malpass J, Simko JP, DeVries S, Morgan TM, Souhami L, Dobelbower MC, McGinnis LS, Jones CU, Dess RT, Zeitzer KL, Choi K, Hartford AC, Michalski JM, Raben A, Gomella LG, Sartor AO, Rosenthal SA, Sandler HM, Spratt DE, Pugh SL, Mohamad O, Esteva A, Chen E, Schaeffer EM, Tran PT, Feng FY. Ross AE, et al. Among authors: esteva a. Eur Urol Oncol. 2024 Oct;7(5):1024-1033. doi: 10.1016/j.euo.2024.01.004. Epub 2024 Feb 1. Eur Urol Oncol. 2024. PMID: 38302323
Artificial Intelligence Predictive Model for Hormone Therapy Use in Prostate Cancer.
Spratt DE, Tang S, Sun Y, Huang HC, Chen E, Mohamad O, Armstrong AJ, Tward JD, Nguyen PL, Lang JM, Zhang J, Mitani A, Simko JP, DeVries S, van der Wal D, Pinckaers H, Monson JM, Campbell HA, Wallace J, Ferguson MJ, Bahary JP, Schaeffer EM, Sandler HM, Tran PT, Rodgers JP, Esteva A, Yamashita R, Feng FY. Spratt DE, et al. Among authors: esteva a. NEJM Evid. 2023 Aug;2(8):EVIDoa2300023. doi: 10.1056/EVIDoa2300023. Epub 2023 Jun 29. NEJM Evid. 2023. PMID: 38320143 Free PMC article.
Deep learning-enabled medical computer vision.
Esteva A, Chou K, Yeung S, Naik N, Madani A, Mottaghi A, Liu Y, Topol E, Dean J, Socher R. Esteva A, et al. NPJ Digit Med. 2021 Jan 8;4(1):5. doi: 10.1038/s41746-020-00376-2. NPJ Digit Med. 2021. PMID: 33420381 Free PMC article. Review.
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI.
Vasey B, Nagendran M, Campbell B, Clifton DA, Collins GS, Denaxas S, Denniston AK, Faes L, Geerts B, Ibrahim M, Liu X, Mateen BA, Mathur P, McCradden MD, Morgan L, Ordish J, Rogers C, Saria S, Ting DSW, Watkinson P, Weber W, Wheatstone P, McCulloch P; DECIDE-AI expert group. Vasey B, et al. Nat Med. 2022 May;28(5):924-933. doi: 10.1038/s41591-022-01772-9. Epub 2022 May 18. Nat Med. 2022. PMID: 35585198 Review.
Biological data annotation via a human-augmenting AI-based labeling system.
van der Wal D, Jhun I, Laklouk I, Nirschl J, Richer L, Rojansky R, Theparee T, Wheeler J, Sander J, Feng F, Mohamad O, Savarese S, Socher R, Esteva A. van der Wal D, et al. Among authors: esteva a. NPJ Digit Med. 2021 Oct 7;4(1):145. doi: 10.1038/s41746-021-00520-6. NPJ Digit Med. 2021. PMID: 34620993 Free PMC article.
Melanoma Early Detection: Big Data, Bigger Picture.
Petrie T, Samatham R, Witkowski AM, Esteva A, Leachman SA. Petrie T, et al. Among authors: esteva a. J Invest Dermatol. 2019 Jan;139(1):25-30. doi: 10.1016/j.jid.2018.06.187. Epub 2018 Oct 25. J Invest Dermatol. 2019. PMID: 30482597 Free PMC article. Review.
Artificial Intelligence Predictive Model for Hormone Therapy Use in Prostate Cancer.
Spratt DE, Tang S, Sun Y, Huang HC, Chen E, Mohamad O, Armstrong AJ, Tward JD, Nguyen PL, Lang JM, Zhang J, Mitani A, Simko JP, DeVries S, van der Wal D, Pinckaers H, Monson JM, Campbell HA, Wallace J, Ferguson MJ, Bahary JP, Schaeffer EM; NRG Prostate Cancer AI Consortium; Sandler HM, Tran PT, Rodgers JP, Esteva A, Yamashita R, Feng FY. Spratt DE, et al. Among authors: esteva a. Res Sq [Preprint]. 2023 Apr 21:rs.3.rs-2790858. doi: 10.21203/rs.3.rs-2790858/v1. Res Sq. 2023. Update in: NEJM Evid. 2023 Aug;2(8):EVIDoa2300023. doi: 10.1056/EVIDoa2300023 PMID: 37131691 Free PMC article. Updated. Preprint.
37 results