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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. 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.
Adapted large language models can outperform medical experts in clinical text summarization.
Van Veen D, Van Uden C, Blankemeier L, Delbrouck JB, Aali A, Bluethgen C, Pareek A, Polacin M, Reis EP, Seehofnerová A, Rohatgi N, Hosamani P, Collins W, Ahuja N, Langlotz CP, Hom J, Gatidis S, Pauly J, Chaudhari AS. Van Veen D, et al. Nat Med. 2024 Apr;30(4):1134-1142. doi: 10.1038/s41591-024-02855-5. Epub 2024 Feb 27. Nat Med. 2024. PMID: 38413730 Free PMC article.
AI pitfalls and what not to do: mitigating bias in AI.
Gichoya JW, Thomas K, Celi LA, Safdar N, Banerjee I, Banja JD, Seyyed-Kalantari L, Trivedi H, Purkayastha S. Gichoya JW, et al. Br J Radiol. 2023 Oct;96(1150):20230023. doi: 10.1259/bjr.20230023. Epub 2023 Sep 12. Br J Radiol. 2023. PMID: 37698583 Free PMC article. Review.
Lessons learned in transitioning to AI in the medical imaging of COVID-19.
El Naqa I, Li H, Fuhrman J, Hu Q, Gorre N, Chen W, Giger ML. El Naqa I, et al. J Med Imaging (Bellingham). 2021 Jan;8(Suppl 1):010902-10902. doi: 10.1117/1.JMI.8.S1.010902. Epub 2021 Oct 1. J Med Imaging (Bellingham). 2021. PMID: 34646912 Free PMC article. Review.
Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs.
Pyrros A, Borstelmann SM, Mantravadi R, Zaiman Z, Thomas K, Price B, Greenstein E, Siddiqui N, Willis M, Shulhan I, Hines-Shah J, Horowitz JM, Nikolaidis P, Lungren MP, Rodríguez-Fernández JM, Gichoya JW, Koyejo S, Flanders AE, Khandwala N, Gupta A, Garrett JW, Cohen JP, Layden BT, Pickhardt PJ, Galanter W. Pyrros A, et al. Nat Commun. 2023 Jul 7;14(1):4039. doi: 10.1038/s41467-023-39631-x. Nat Commun. 2023. PMID: 37419921 Free PMC article.
48 results