Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment.
Florin C. GhesuBogdan GeorgescuEli GibsonSebastian GündelMannudeep K. KalraRamandeep SinghSubba R. DigumarthySasa GrbicDorin ComaniciuPublished in: MICCAI (6) (2019)
Keyphrases
- x ray
- pattern classification
- pattern recognition
- x ray images
- image classification
- classification systems
- automatic classification
- classification algorithm
- support vector machine
- classification accuracy
- decision trees
- support vector
- decision rules
- learning algorithm
- classification scheme
- feature selection
- cost sensitive
- feature extraction
- feature vectors
- model selection
- preprocessing
- machine learning
- benchmark datasets
- classification rules
- text classification
- supervised learning
- multi class
- feature space