Machine learning models predict long COVID outcomes based on baseline clinical and immunologic factors

By sjmartinez • January 4, 2026

Doni Jayavelu N, Samaha H, Wimalasena ST, Hoch A, Gygi JP, Gabernet G, Ozonoff A, Liu S, Milliren CE, Levy O, Baden LR, Melamed E, Ehrlich LIR, McComsey GA, Sekaly RP, Cairns CB, Haddad EK, Schaenman J, Shaw AC, Hafler DA, Montgomery RR, Corry DB, Kheradmand F, Atkinson MA, Brakenridge SC, Agudelo Higuit NI, Metcalf JP, Hough CL, Messer WB, Pulendran B, Nadeau KC, Davis MM, Gen LN, Fernandez Sesma A, Simon V, Krammer F, Kraft M, Bime C, Calfee CS, Erle DJ, Langelier CR; IMPACC Network; Guan L, Maecker HT, Peters B, Kleinstein SH, Reed EF, Augustine AD, Diray-Arce J, Becker PM, Rouphael N, Altman MC. Machine learning models predict long COVID outcomes based on baseline clinical and immunologic factors. Commun Med (Lond). 2026 Jan 3;6(1):1. doi: 10.1038/s43856-025-01230-w. PMID: 41484172; PMCID: PMC12764860.

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