3 papers
eess.SP2025
Personalized Sleep Prediction via Deep Adaptive Spatiotemporal Modeling and Sparse Data
Xueyi Wang, C. J. C., Lamoth +1
A sleep forecast allows individuals and healthcare providers to anticipate and proactively address factors influencing restful rest, ultimately improving mental and physical well-b…
cs.LG2023
Explaining Deep Learning Models for Age-related Gait Classification based on time series acceleration
Xiaoping Zheng, Bert Otten, Michiel F Reneman +1
Gait analysis holds significant importance in monitoring daily health, particularly among older adults. Advancements in sensor technology enable the capture of movement in real-lif…
cs.LG2023
Establishing Central Sensitization Inventory Cut-off Values in patients with Chronic Low Back Pain by Unsupervised Machine Learning
Xiaoping Zheng, Claudine JC Lamoth, Hans Timmerman +2
Human Assumed Central Sensitization is involved in the development and maintenance of chronic low back pain (CLBP). The Central Sensitization Inventory (CSI) was developed to evalu…