A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's Disease Gait Dysfunctions-A Deep Learning Approach - Kaur, Rachneet; Motl, Robert W.; Sowers, Richard; Hernandez, Manuel E. (IEEE journal of biomedical and health informatics, 2023)
Keywords: Accuracy; Aged; Algorithms; Artificial neural networks; Body height; Cameras; Classification; Clinical trials; Deep Learning; Digital cameras; Feature extraction; Foot; Gait; gait videos; Humans; Legged locomotion; Machine learning; Movement disorders; Multiple Sclerosis; Neural networks; Neurodegenerative diseases; Neurological diseases; Older people; Parkinson Disease; Parkinson's disease; pose estimation; Pulse width modulation; Task analysis; Three-dimensional displays; Video data; Vision systems; Walking