Sensor-Based Quantification of MDS-UPDRS III Subitems in Parkinson's Disease Using Machine Learning.
Rene Peter BremmLukas PavelkaMaria Moscardo GarciaLaurent MombaertsRejko KrügerFrank HertelPublished in: Sensors (2024)
Keyphrases
- machine learning
- feature selection
- computer vision
- data mining
- pattern recognition
- information extraction
- support vector machine classifier
- machine learning methods
- sensor data
- active learning
- learning algorithm
- artificial intelligence
- diagnostic tool
- disease diagnosis
- explanation based learning
- inductive learning
- learning tasks
- data analysis
- decision trees
- machine learning algorithms
- knowledge discovery
- kernel methods
- knowledge acquisition
- text mining
- computational biology
- data sets
- disease progression
- support vector machine
- reinforcement learning