Automated evaluation of physical therapy exercises using multi-template dynamic time warping on wearable sensor signals - Yurtman, Aras; Barshan, Billur (Computer methods and programs in biomedicine, 2014)
Keywords: Actigraphy - instrumentation; Actigraphy - methods; Algorithms; Biological and medical sciences; Computerized, statistical medical data processing and models in biomedicine; Dynamic time warping; Exact sciences and technology; Exercise - physiology; Exercise Therapy - classification; Exercise Therapy - methods; Humans; Inertial sensors; Internal Medicine; Investigative techniques, diagnostic techniques (general aspects); Measurements common to several branches of physics and astronomy; Medical computing and teaching; Medical sciences; Metrology, measurements and laboratory procedures; Motion capture; Motion sensors; Other; Pattern recognition; Pattern Recognition, Automated - methods; Physical therapy; Physics; Psychology. Psychoanalysis. Psychiatry; Psychopathology. Psychiatry; Reeducation. Readaptation. Sociotherapy; Reproducibility of Results; Sensitivity and Specificity; Task Performance and Analysis; Treatments; Velocity, acceleration and rotation; Motion capture; Inertial sensors; Pattern recognition; Dynamic time warping; Physical therapy; Motion sensors; Physical exercise; Autonomous system; Motion estimation; Warping; Sequence alignment; Time series; Similarity solution; Body area network; Deadtime; Telemedicine; Idle time; Biosensor; Classification; Time interval; Robustness; Sensor array