2 papers
eess.SP2023
KIDS: kinematics-based (in)activity detection and segmentation in a sleep case study
Omar Elnaggar, Roselina Arelhi, Frans Coenen +3
Sleep behaviour and in-bed movements contain rich information on the neurophysiological health of people, and have a direct link to the general well-being and quality of life. Stan…
cs.LG2022
Sleep Posture One-Shot Learning Framework Using Kinematic Data Augmentation: In-Silico and In-Vivo Case Studies
Omar Elnaggar, Frans Coenen, Andrew Hopkinson +2
Sleep posture is linked to several health conditions such as nocturnal cramps and more serious musculoskeletal issues. However, in-clinic sleep assessments are often limited to vit…