Performance, Transparency and Time. Feature selection to speed up the diagnosis of Parkinson's disease.
Pierluigi CostanzoKalia OrphanouPublished in: CoRR (2022)
Keyphrases
- feature selection
- disease diagnosis
- early diagnosis
- diagnostic process
- diagnostic tool
- medical doctors
- clinically relevant
- cardiovascular disease
- medical diagnosis
- text categorization
- model based diagnosis
- fault diagnosis
- mutual information
- liver disease
- high dimensionality
- computer aided
- feature set
- classification accuracy
- medical practice
- multi class
- neural network
- unsupervised feature selection
- feature selection algorithms
- machine learning
- discriminative features
- early detection
- medical experts
- multi task
- information gain
- classification models
- medical decision making
- feature subset
- gene expression data
- knn
- feature space
- support vector
- method for feature selection
- data sets