Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment.
Florin C. GhesuBogdan GeorgescuEli GibsonSebastian GündelMannudeep K. KalraRamandeep SinghSubba R. DigumarthySasa GrbicDorin ComaniciuPublished in: CoRR (2019)
Keyphrases
- x ray
- classification accuracy
- pattern recognition
- chest radiographs
- pattern classification
- lung nodules
- x ray images
- machine learning
- classification scheme
- classification algorithm
- feature extraction
- supervised learning
- classification systems
- image classification
- neural network
- automatic classification
- machine learning methods
- support vector machine
- classification method
- preprocessing
- classification models
- class labels
- decision trees
- support vector machine svm
- classification process
- feature selection
- medical images