Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansMachine LearningWearable Electronic DevicesOxygen ConsumptionElectrocardiography
Machine Learning for VO2max Predictions: A Comparison of Methods using Wearable Sensor Data.
Aron B Syversen, Alexios Dosis, Zhiqiang Zhang, David Jayne, David Wong
Published: 202510.1109/EMBC58623.2025.11253438
Abstract
Cardiopulmonary exercise testing is the gold standard for assessing VO2max, but it is costly in terms of time and personnel. Its limitations drive the need for alternative methods of assessment. Using physiological measurements such as heart rate, se…
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