Parkinson’s disease screening using a fusion of gait point cloud and silhouette features

• Published in: PloS one Vol. 20; no. 1; p. e0315453
• Main Authors: Connie, Tee, Aderinola, Timilehin B., Ong, Jia You, Ong, Thian Song, Goh, Michael Kah Ong, Erfianto, Bayu, Purnama, Bedy, Lim, Ming De, Saedon, Nor Izzati
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 03.01.2025; Public Library of Science (PLoS)
• Subjects: Accuracy; Aged; Algorithms; Artificial intelligence; Basal ganglia; Central nervous system diseases; COVID-19; Datasets; Disease; Electroencephalography; Female; Gait; Gait - physiology; Handwriting; Humans; Hypokinesia; Male; Medical diagnosis; Medical research; Medical screening; Medicine, Experimental; Methods; Middle Aged; Motion perception; Movement disorders; Neurodegenerative diseases; Parkinson Disease - diagnosis; Parkinson Disease - physiopathology; Parkinson's disease; Physiological aspects; Signal processing; Testing; Video; Malaysia

Parkinson’s Disease (PD) is a neurodegenerative disorder that is often accompanied by slowness of movement (bradykinesia) or gradual reduction in the frequency and amplitude of repetitive movement (hypokinesia). There is currently no cure for PD, but early detection and treatment can slow down its p...