Introduction Digital health interventions are an effective way to treat depression, but it is still
largely unclear how patients' individual symptoms evolve dynamically during such …

The heart rate (HR) provides key information about the intensity of the cardiorespiratory
workout, the level of exertion, and the overall heart condition. In sports, and especially …

Despite the many positive effects of sports, it also carries the risk of overuse injuries if done
excessively. Early detection of a runner's exertion is therefore highly relevant for preventing …

In recent decades, running has become an increasingly popular pastime activity due to its
accessibility, ease of practice, and anticipated health benefits. However, the risk of running …

Running as one of the most popular sports comes with many positive effects, but also with
risks. Most injuries are caused by overexertion. To optimise training and prevent injuries …

This research addresses the pitfalls and strategies for machine learning with small data sets
in the context of sensor-based fatigue detection. It is shown that many existing studies in this …

Monitoring runner exertion in real-time can provide unique insights that help improve
training and reduce injuries. Most existing methods use heart rate (HR) as a physiological …

Despite significant advances in running technologies for objective running metrics (eg, pace,
heart rate, cadence), current technology is unable to fully capture the subjective and …