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Raising awareness of potential biases in medical machine learning: Experience from a Datathon.
Hochheiser H, Klug J, Mathie T, Pollard TJ, Raffa JD, Ballard SL, Conrad EA, Edakalavan S, Joseph A, Alnomasy N, Nutman S, Hill V, Kapoor S, Claudio EP, Kravchenko OV, Li R, Nourelahi M, Diaz J, Taylor WM, Rooney SR, Woeltje M, Celi LA, Horvat CM. Hochheiser H, et al. Among authors: li r. medRxiv [Preprint]. 2024 Nov 2:2024.10.21.24315543. doi: 10.1101/2024.10.21.24315543. medRxiv. 2024. PMID: 39502657 Free PMC article. Preprint.
Development, External Validation, and Biomolecular Corroboration of Interoperable Models for Identifying Critically Ill Children at Risk of Neurologic Morbidity.
Horvat CM, Barda AJ, Claudio EP, Au AK, Bauman A, Li Q, Li R, Munjal N, Wainwright M, Boonchalermvichien T, Hochheiser H, Clark RSB. Horvat CM, et al. Among authors: li q, li r. medRxiv [Preprint]. 2024 Sep 18:2024.09.17.24313649. doi: 10.1101/2024.09.17.24313649. medRxiv. 2024. PMID: 39371157 Free PMC article. Preprint.
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