Nonexercise machine learning models for maximal oxygen uptake prediction in national population surveys.
Yuntian LiuJeph HerrinChenxi HuangRohan KheraLovedeep Singh DhingraWeilai DongBobak J MortazaviHarlan M KrumholzYuan LuPublished in: Journal of the American Medical Informatics Association : JAMIA (2023)
Our nonexercise models provide improved accuracy in estimating VO2 max within NHANES data as compared to existing nonexercise algorithms.