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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.
AI recognition of patient race in medical imaging: a modelling study.
Gichoya JW, Banerjee I, Bhimireddy AR, Burns JL, Celi LA, Chen LC, Correa R, Dullerud N, Ghassemi M, Huang SC, Kuo PC, Lungren MP, Palmer LJ, Price BJ, Purkayastha S, Pyrros AT, Oakden-Rayner L, Okechukwu C, Seyyed-Kalantari L, Trivedi H, Wang R, Zaiman Z, Zhang H. Gichoya JW, et al. Among authors: ghassemi m. Lancet Digit Health. 2022 Jun;4(6):e406-e414. doi: 10.1016/S2589-7500(22)00063-2. Epub 2022 May 11. Lancet Digit Health. 2022. PMID: 35568690 Free PMC article.
Reply to: 'Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms' and 'Confounding factors need to be accounted for in assessing bias by machine learning algorithms'.
Seyyed-Kalantari L, Zhang H, McDermott MBA, Chen IY, Ghassemi M. Seyyed-Kalantari L, et al. Among authors: ghassemi m. Nat Med. 2022 Jun;28(6):1161-1162. doi: 10.1038/s41591-022-01854-8. Epub 2022 Jun 16. Nat Med. 2022. PMID: 35710992 No abstract available.
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.
278 results