Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs.
Constantin SeiboldJens KleesiekHeinz-Peter SchlemmerRainer StiefelhagenPublished in: CoRR (2020)
Keyphrases
- weakly supervised learning
- multiple instance learning
- weakly supervised
- supervised learning
- chest radiographs
- class labels
- superpixels
- classification accuracy
- multi class
- machine learning
- semi supervised
- support vector machine
- object class
- feature vectors
- relation extraction
- feature selection
- topic models
- unsupervised learning
- text classification
- image classification
- training samples
- training set
- feature space
- object recognition
- decision trees
- multi modal
- higher order
- object detection
- image understanding
- input image
- image analysis
- feature extraction