Chest pathology identification using deep feature selection with non-medical training.
Yaniv BarIdit DiamantLior WolfSivan LiebermanEli KonenHayit GreenspanPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2018)
Keyphrases
- feature selection
- medical students
- feature selection and classifier
- feature extraction
- mutual information
- training set
- unsupervised learning
- classification performances
- x ray
- training samples
- training process
- training algorithm
- medical imaging
- training examples
- text categorization
- support vector
- feature vectors
- feature space
- feature set
- support vector machine
- automatic segmentation
- automatic identification
- computed tomography
- data mining
- deep architectures
- irrelevant features
- linear svm
- medical records
- feature selection algorithms
- medical diagnosis
- x ray images
- multi task
- gene expression data
- high dimensionality
- test set
- online learning
- text classification
- supervised learning
- classification accuracy