Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies.
Maitane Martinez-EguiluzOlatz ArbelaitzIbai GurrutxagaJavier MuguerzaIñigo PeronaAne Murueta-GoyenaMarian AceraRocio Del PinoBeatriz TijeroJuan Carlos Gomez-EstebanInigo GabilondoPublished in: Neural Comput. Appl. (2023)
Keyphrases
- learning strategies
- disease diagnosis
- feature extraction
- support vector
- decision trees
- data sets
- active learning
- feature selection
- diagnostic tool
- training set
- classification accuracy
- online learning
- machine learning
- learning environment
- reinforcement learning
- contextual information
- medical diagnosis
- multimedia
- amyotrophic lateral sclerosis