Toon T. de Beukelaar

Detecting Sleep Deprivation from Running Biomechanics Using Machine Learning Classification: A Comparison Between Wearable and Laboratory Motion Capture

This study compares wearable and lab motion capture systems in detecting sleep deprivation through running biomechanics using machine learning, finding both systems can identify individual biomechanical changes but fail between-subject classification without personalized data.

Effects of one night of sleep deprivation on single- and dual-task gait

This study compares the effects of sleep deprivation and dual-task walking on gait parameters, finding distinct impacts on movement stability and variability.

Cortical Activity During Sustained Isometric Ankle Contractions Following Chronic Sleep Restriction: A High-Density EEG Study

This study examines how chronic sleep restriction affects cortical activity during motor tasks using high-density EEG, finding increased ERD in sensorimotor and attention networks during dorsiflexion.

Exercise Intensity Modulates the Validity of Non-Linear Heart Rate Time Series Analysis Window Length: Implications for DFAa1 Monitoring

This paper evaluates the validity of shortened DFAa1 analysis windows for different exercise intensities, finding improved reliability with higher intensity and suggesting adaptive windowing strategies.

Electrophysiological approaches to understanding brain-muscle interactions during gait: a systematic review

This study reviews EEG-EMG connectivity during gait, finding significant neuromuscular connectivity in healthy individuals and its modulation by task demands and pathology.