Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos.
Mandy LuQingyu ZhaoKathleen L. PostonEdith V. SullivanAdolf PfefferbaumMarian ShahidMaya KatzLeila Montaser KouhsariKevin A. SchulmanArnold MilsteinJuan Carlos NieblesVictor W. HendersonLi Fei-FeiKilian M. PohlEhsan AdeliPublished in: Medical Image Anal. (2021)
Keyphrases
- amyotrophic lateral sclerosis
- video sequences
- video frames
- disease progression
- video data
- video analysis
- video content
- control system
- fold cross validation
- support vector machine classifier
- video surveillance
- human activities
- belief functions
- kernel pca
- principal component analysis
- disease diagnosis
- multi dimensional scaling