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: CoRR (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
- lesion detection
- single photon emission computed tomography
- cad systems
- object based image retrieval
- image processing
- diverse density
- semi supervised
- image annotation
- ct scans
- image registration
- real valued
- computer vision
- digital mammography
- support vector
- high resolution
- data sets
- neural network
- three dimensional
- pulmonary nodules
- pattern recognition
- x ray
- image data
- ct images
- multi modal