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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: edakalavan s. medRxiv [Preprint]. 2024 Nov 2:2024.10.21.24315543. doi: 10.1101/2024.10.21.24315543. medRxiv. 2024. PMID: 39502657 Free PMC article. Preprint.
Using Multimodal Data to Improve Precision of Inpatient Event Timelines.
Frattallone-Llado G, Kim J, Cheng C, Salazar D, Edakalavan S, Weiss JC. Frattallone-Llado G, et al. Among authors: edakalavan s. Adv Knowl Discov Data Min. 2024 May;14648:322-334. doi: 10.1007/978-981-97-2238-9_25. Epub 2024 May 1. Adv Knowl Discov Data Min. 2024. PMID: 38983834