Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiography.
Mahbub Ul AlamJón Rúnar BaldvinssonYuxia WangPublished in: CBMS (2022)
Keyphrases
- multi class
- multi label
- multi label classification
- binary classification
- text categorization
- binary classifiers
- error correcting output coding
- image classification
- image annotation
- graph cuts
- prediction accuracy
- multi label learning
- max margin
- multi class classification
- multi instance
- cost sensitive
- learning tasks
- feature selection
- pairwise
- support vector machine
- class labels
- text classification
- multi class classifier
- error correcting output codes
- data analysis
- multiclass classification
- multiclass problems
- multi task
- base classifiers
- learning problems
- semi supervised learning
- visual features
- nearest neighbor
- semi supervised