| Wearables using exercise-based algorithms provide higher accuracy in the estimation of maximal oxygen consumption (VO2max) than those based on resting conditions. |
| Wearables using exercise-based estimation seem to be optimal for measuring VO2max at the population level, yet the estimation error at the individual level still needs further improvement. |
| In this article, the Towards Intelligent Health and Well-Being Network of Physical Activity Assessment (INTERLIVE) network provides best-practice recommendations to be used in future protocols to move towards a more accurate, transparent and comparable validation of VO2max derived from wearables. |
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