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A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI.
Sounderajah V, Ashrafian H, Rose S, Shah NH, Ghassemi M, Golub R, Kahn CE Jr, Esteva A, Karthikesalingam A, Mateen B, Webster D, Milea D, Ting D, Treanor D, Cushnan D, King D, McPherson D, Glocker B, Greaves F, Harling L, Ordish J, Cohen JF, Deeks J, Leeflang M, Diamond M, McInnes MDF, McCradden M, Abràmoff MD, Normahani P, Markar SR, Chang S, Liu X, Mallett S, Shetty S, Denniston A, Collins GS, Moher D, Whiting P, Bossuyt PM, Darzi A. Sounderajah V, et al. Among authors: ghassemi m. Nat Med. 2021 Oct;27(10):1663-1665. doi: 10.1038/s41591-021-01517-0. Nat Med. 2021. PMID: 34635854 No abstract available.
Ethical Machine Learning in Healthcare.
Chen IY, Pierson E, Rose S, Joshi S, Ferryman K, Ghassemi M. Chen IY, et al. Among authors: ghassemi m. Annu Rev Biomed Data Sci. 2021 Jul;4:123-144. doi: 10.1146/annurev-biodatasci-092820-114757. Epub 2021 May 6. Annu Rev Biomed Data Sci. 2021. PMID: 34396058 Free PMC article.
The medical algorithmic audit.
Liu X, Glocker B, McCradden MM, Ghassemi M, Denniston AK, Oakden-Rayner L. Liu X, et al. Among authors: ghassemi m. Lancet Digit Health. 2022 May;4(5):e384-e397. doi: 10.1016/S2589-7500(22)00003-6. Epub 2022 Apr 5. Lancet Digit Health. 2022. PMID: 35396183 Free article. Review.
Tackling bias in AI health datasets through the STANDING Together initiative.
Ganapathi S, Palmer J, Alderman JE, Calvert M, Espinoza C, Gath J, Ghassemi M, Heller K, Mckay F, Karthikesalingam A, Kuku S, Mackintosh M, Manohar S, Mateen BA, Matin R, McCradden M, Oakden-Rayner L, Ordish J, Pearson R, Pfohl SR, Rostamzadeh N, Sapey E, Sebire N, Sounderajah V, Summers C, Treanor D, Denniston AK, Liu X. Ganapathi S, et al. Among authors: ghassemi m. Nat Med. 2022 Nov;28(11):2232-2233. doi: 10.1038/s41591-022-01987-w. Nat Med. 2022. PMID: 36163296 No abstract available.
The value of standards for health datasets in artificial intelligence-based applications.
Arora A, Alderman JE, Palmer J, Ganapathi S, Laws E, McCradden MD, Oakden-Rayner L, Pfohl SR, Ghassemi M, McKay F, Treanor D, Rostamzadeh N, Mateen B, Gath J, Adebajo AO, Kuku S, Matin R, Heller K, Sapey E, Sebire NJ, Cole-Lewis H, Calvert M, Denniston A, Liu X. Arora A, et al. Among authors: ghassemi m. Nat Med. 2023 Nov;29(11):2929-2938. doi: 10.1038/s41591-023-02608-w. Epub 2023 Oct 26. Nat Med. 2023. PMID: 37884627 Free PMC article.
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods.
Collins GS, Moons KGM, Dhiman P, Riley RD, Beam AL, Van Calster B, Ghassemi M, Liu X, Reitsma JB, van Smeden M, Boulesteix AL, Camaradou JC, Celi LA, Denaxas S, Denniston AK, Glocker B, Golub RM, Harvey H, Heinze G, Hoffman MM, Kengne AP, Lam E, Lee N, Loder EW, Maier-Hein L, Mateen BA, McCradden MD, Oakden-Rayner L, Ordish J, Parnell R, Rose S, Singh K, Wynants L, Logullo P. Collins GS, et al. Among authors: ghassemi m. BMJ. 2024 Apr 16;385:e078378. doi: 10.1136/bmj-2023-078378. BMJ. 2024. PMID: 38626948 Free PMC article.
Do no harm: a roadmap for responsible machine learning for health care.
Wiens J, Saria S, Sendak M, Ghassemi M, Liu VX, Doshi-Velez F, Jung K, Heller K, Kale D, Saeed M, Ossorio PN, Thadaney-Israni S, Goldenberg A. Wiens J, et al. Among authors: ghassemi m. Nat Med. 2019 Sep;25(9):1337-1340. doi: 10.1038/s41591-019-0548-6. Epub 2019 Aug 19. Nat Med. 2019. PMID: 31427808 Review.
304 results