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Machine learning to understand risks for severe COVID-19 outcomes: a retrospective cohort study of immune-mediated inflammatory diseases, immunomodulatory medications, and comorbidities in a large US health-care system.
Wei Q, Mease PJ, Chiorean M, Iles-Shih L, Matos WF, Baumgartner A, Molani S, Hwang YM, Belhu B, Ralevski A, Hadlock J. Wei Q, et al. Among authors: ralevski a. Lancet Digit Health. 2024 May;6(5):e309-e322. doi: 10.1016/S2589-7500(24)00021-9. Lancet Digit Health. 2024. PMID: 38670740 Free PMC article.
Generally-healthy individuals with aberrant bowel movement frequencies show enrichment for microbially-derived blood metabolites associated with reduced kidney function.
Johnson-Martínez JP, Diener C, Levine AE, Wilmanski T, Suskind DL, Ralevski A, Hadlock J, Magis AT, Hood L, Rappaport N, Gibbons SM. Johnson-Martínez JP, et al. Among authors: ralevski a. bioRxiv [Preprint]. 2024 Mar 9:2023.03.04.531100. doi: 10.1101/2023.03.04.531100. bioRxiv. 2024. PMID: 36945445 Free PMC article. Preprint.
Risk factors for severe COVID-19 outcomes: a study of immune-mediated inflammatory diseases, immunomodulatory medications, and comorbidities in a large US healthcare system.
Wei Q, Mease PJ, Chiorean M, Iles-Shih L, Matos WF, Baumgartner A, Molani S, Hwang YM, Belhu B, Ralevski A, Hadlock J. Wei Q, et al. Among authors: ralevski a. medRxiv [Preprint]. 2023 Jun 28:2023.06.26.23291904. doi: 10.1101/2023.06.26.23291904. medRxiv. 2023. PMID: 37425752 Free PMC article. Updated. Preprint.