Vision-Based Finger Tapping Test in Patients With Parkinson's Disease via Spatial-Temporal 3D Hand Pose Estimation - Guo, Zhilin; Zeng, Weiqi; Yu, Taidong; Xu, Yan; Xiao, Yang; Cao, Xuebing; Cao, Zhiguo (IEEE journal of biomedical and health informatics, 2022)
Keywords: 3D kinematic feature; Cameras; Deep learning; depth camera; Diseases; Evaluation; Feature extraction; finger tapping test; Hand; Machine learning; MDS-UPDRS; Motor task performance; Movement disorders; Neurodegenerative diseases; Parkinson's disease; Patients; Pose estimation; spatial-temporal 3D hand pose estimation; SVM; Three dimensional motion; Three-dimensional displays; Thumb; Wearable sensors