Classification of Parkinson’s disease severity using gait stance signals in a spatiotemporal deep learning classifier - Muñoz-Mata, Brenda G.; Dorantes-Méndez, Guadalupe; Piña-Ramírez, Omar (Medical & biological engineering & computing, 2024)
Keywords: Algorithms; Artificial neural networks; Balances (scales); Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Classification systems; Computer Applications; Deep learning; Diagnosis; disease severity; Gait; Human Physiology; Imaging; Machine learning; Motor skill learning; Movement disorders; Nervous system; nervous system diseases; Neural networks; Neurodegenerative diseases; Original Article; Parkinson's disease; Radiology; Signal classification; Vertical forces; Stance gait cycle; Convolutional long short-term deep neural network; Movement disorders; Vertical ground reaction force