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Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.
Peng L, Luo G, Walker A, Zaiman Z, Jones EK, Gupta H, Kersten K, Burns JL, Harle CA, Magoc T, Shickel B, Steenburg SD, Loftus T, Melton GB, Gichoya JW, Sun J, Tignanelli CJ. Peng L, et al. Among authors: gichoya jw. J Am Med Inform Assoc. 2022 Dec 13;30(1):54-63. doi: 10.1093/jamia/ocac188. J Am Med Inform Assoc. 2022. PMID: 36214629 Free PMC article.
Just in Time Radiology Decision Support Using Real-time Data Feeds.
Burns JL, Hasting D, Gichoya JW, McKibben B 3rd, Shea L, Frank M. Burns JL, et al. Among authors: gichoya jw. J Digit Imaging. 2020 Feb;33(1):137-142. doi: 10.1007/s10278-019-00268-2. J Digit Imaging. 2020. PMID: 31515754 Free PMC article.
A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals.
Sun J, Peng L, Li T, Adila D, Zaiman Z, Melton GB, Ingraham N, Murray E, Boley D, Switzer S, Burns JL, Huang K, Allen T, Steenburg SD, Gichoya JW, Kummerfeld E, Tignanelli C. Sun J, et al. Among authors: gichoya jw. ArXiv [Preprint]. 2021 Jun 3:arXiv:2106.02118v2. ArXiv. 2021. PMID: 34099980 Free PMC article. Updated. Preprint.
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.
Performance of a Chest Radiograph AI Diagnostic Tool for COVID-19: A Prospective Observational Study.
Sun J, Peng L, Li T, Adila D, Zaiman Z, Melton-Meaux GB, Ingraham NE, Murray E, Boley D, Switzer S, Burns JL, Huang K, Allen T, Steenburg SD, Gichoya JW, Kummerfeld E, Tignanelli CJ. Sun J, et al. Among authors: gichoya jw. Radiol Artif Intell. 2022 Jun 1;4(4):e210217. doi: 10.1148/ryai.210217. eCollection 2022 Jul. Radiol Artif Intell. 2022. PMID: 35923381 Free PMC article.
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. Among authors: gichoya jw. Nat Commun. 2023 Jul 7;14(1):4039. doi: 10.1038/s41467-023-39631-x. Nat Commun. 2023. PMID: 37419921 Free PMC article.
98 results