A Clinically Interpretable Computer-Vision Based Method for Quantifying Gait in Parkinson's Disease.
Samuel RupprechterGareth MorinanYuwei PengThomas FoltynieKrista SibleyRimona S. WeilLouise-Ann LeylandFahd BaigFrancesca MorganteRo'ee GilronRobert WiltPhilip A. StarrRobert A. HauserJonathan O'KeeffePublished in: Sensors (2021)
Keyphrases
- preprocessing
- cost function
- detection method
- high precision
- real time
- classification method
- synthetic data
- computer vision
- significant improvement
- dynamic programming
- experimental evaluation
- high accuracy
- edge detection
- clustering method
- classification accuracy
- mathematical model
- support vector machine svm
- image registration
- computational cost
- genetic algorithm
- data sets