Development, validation, and transportability of several machine-learned, non-exercise-based VO2max prediction models for older adults

• Main Authors: Benjamin T. Schumacher (Author), Michael J. LaMonte (Author), Andrea Z. LaCroix (Author), Eleanor M. Simonsick (Author), Steven P. Hooker (Author), Humberto Parada, Jr (Author), John Bellettiere (Author), Arun Kumar (Author)
• Format: Book
• Published: Elsevier, 2024-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Background: There exist few maximal oxygen uptake (VO2max) non-exercise-based prediction equations, fewer using machine learning (ML), and none specifically for older adults. Since direct measurement of VO2max is infeasible in large epidemiologic cohort studies, we sought to develop, validate, compa...