Temporal convolutional networks predict dynamic oxygen uptake response from wearable sensors across exercise intensities

Robert Amelard, Eric T Hedge, Richard L Hughson

Oxygen consumption (VO${}_2$) provides established clinical and physiological indicators of cardiorespiratory function and exercise capacity. However, VO${}_2$ monitoring is largely li…