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The Bland–Altman plots of the VO2max estimation by estimation model and clinical equations. (a) machine learning model, (b) ACSM equation, (c) FRIEND equation, and (d) HF-FRIEND equation. The deviation between the estimated VO2max value and the true measured value was minimal when using the machine learning model for estimation. VO2max, maximal oxygen consumption.
