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Machine learning for improving high-dimensional proxy confounder adjustment in healthcare database studies: An overview of the current literature.
Wyss R, Yanover C, El-Hay T, Bennett D, Platt RW, Zullo AR, Sari G, Wen X, Ye Y, Yuan H, Gokhale M, Patorno E, Lin KJ. Wyss R, et al. Among authors: el hay t. Pharmacoepidemiol Drug Saf. 2022 Sep;31(9):932-943. doi: 10.1002/pds.5500. Epub 2022 Jul 5. Pharmacoepidemiol Drug Saf. 2022. PMID: 35729705 Free PMC article. Review.
Characteristics and Outcomes of Over a Million Patients with Inflammatory Bowel Disease in Seven Countries: Multinational Cohort Study and Open Data Resource.
Yanover C, Magen-Rimon R, Voss EA, Swerdel J, Sheahan A, Hall N, Park J, Park RW, Lee KJ, Shin SJ, Seo SI, Lee KJ, Falconer T, Haas L, Nagy P, Bowring MG, Cook M, Miller S, El-Hay T, Bivas-Benita M, Akiva P, Chowers Y, Weisshof R. Yanover C, et al. Among authors: el hay t. Dig Dis Sci. 2025 Feb;70(2):709-718. doi: 10.1007/s10620-024-08787-x. Epub 2024 Dec 26. Dig Dis Sci. 2025. PMID: 39724470 Free PMC article.
How the weather affects the pain of citizen scientists using a smartphone app.
Dixon WG, Beukenhorst AL, Yimer BB, Cook L, Gasparrini A, El-Hay T, Hellman B, James B, Vicedo-Cabrera AM, Maclure M, Silva R, Ainsworth J, Pisaniello HL, House T, Lunt M, Gamble C, Sanders C, Schultz DM, Sergeant JC, McBeth J. Dixon WG, et al. Among authors: el hay t. NPJ Digit Med. 2019 Oct 24;2:105. doi: 10.1038/s41746-019-0180-3. eCollection 2019. NPJ Digit Med. 2019. PMID: 31667359 Free PMC article.
Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network.
Naderalvojoud B, Curtin CM, Yanover C, El-Hay T, Choi B, Park RW, Tabuenca JG, Reeve MP, Falconer T, Humphreys K, Asch SM, Hernandez-Boussard T. Naderalvojoud B, et al. Among authors: el hay t. J Am Med Inform Assoc. 2024 Apr 19;31(5):1051-1061. doi: 10.1093/jamia/ocae028. J Am Med Inform Assoc. 2024. PMID: 38412331 Free PMC article.
11 results