Classifying patients affected by Parkinson's disease into freezers or non-freezers through machine learning.
Carlo RicciardiMarianna AmboniChiara De SantisGianluca RicciardelliGiovanni ImprotaGiuseppe CesarelliGiovanni D'AddioPaolo BaronePublished in: MeMeA (2020)
Keyphrases
- machine learning
- medical doctors
- multiple sclerosis
- early diagnosis
- patient groups
- cardiovascular disease
- emergency department
- disease progression
- amyotrophic lateral sclerosis
- chronic obstructive pulmonary disease
- deep brain stimulation
- clinical studies
- clinically relevant
- diagnostic tool
- machine learning algorithms
- machine learning methods
- learning algorithm
- chronic disease
- information extraction
- decision trees
- infectious disease
- data mining
- liver disease
- diabetic patients
- cancer patients
- clinical data
- medical decision making
- knowledge acquisition
- text classification
- computer science
- computer aided
- text mining
- disease diagnosis
- natural language processing
- clinical trials
- intensive care unit
- knowledge discovery
- active learning
- clinical practice
- magnetic resonance images
- ct images
- lung cancer patients