most citedModeling differential rates of aging using routine laboratory data; Implications for morbidity and health care expenditure

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cs.LG2021

Benchmarking AutoML Frameworks for Disease Prediction Using Medical Claims

Roland Albert A. Romero, Mariefel Nicole Y. Deypalan, Suchit Mehrotra +4

We ascertain and compare the performances of AutoML tools on large, highly imbalanced healthcare datasets. We generated a large dataset using historical administrative claims inclu…

cs.LG2021★ 1 cited

Modeling differential rates of aging using routine laboratory data; Implications for morbidity and health care expenditure

Alix Jean Santos, Xavier Eugenio Asuncion, Camille Rivero-Co +4

Aging is a multidimensional process where phenotypes change at varying rates. Longitudinal studies of aging typically involve following a cohort of individuals over the course of s…