Recent advances in machine learning for maximal oxygen uptake (VO2 max) prediction: A review

Recent advances in machine learning for maximal oxygen uptake (VO2 max) prediction: A review

Maximal oxygen uptake (VO2 max) is the maximum amount of oxygen attainable by a person during exercise. VO2 max is used in different domains including sports and medical sciences and is usually measured during an incremental treadmill or cycle ergometer test. The drawback of directly measuring VO2 m...

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Bibliographic Details
Main Authors: Atiqa Ashfaq, Neil Cronin, Philipp Müller
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Maximal oxygen uptake (VO2 max)
Machine learning
Graded exercise tests
Artificial neural network
Prediction models
Error metrics
Online Access:http://www.sciencedirect.com/science/article/pii/S235291482200017X

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http://www.sciencedirect.com/science/article/pii/S235291482200017X

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