Improving Interpretability for Computer-Aided Diagnosis Tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-Based Explanations.
Antoine PirovanoHippolyte HeubergerSylvain BerlemontSaïd LadjalIsabelle BlochPublished in: iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Keyphrases
- computer aided diagnosis
- multiple instance learning
- medical imaging
- image analysis
- multiple instance
- computer aided
- medical images
- image categorization
- multi class
- supervised learning
- breast cancer
- single photon emission computed tomography
- image processing
- lesion detection
- object based image retrieval
- cad systems
- ct scans
- x ray
- computer vision
- digital mammography
- semi supervised learning
- image annotation
- semi supervised
- active learning
- high resolution
- concept learning