Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies.
Emma SarfatiAlexandre BôneMarc-Michel RohéPietro GoriIsabelle BlochPublished in: CoRR (2023)
Keyphrases
- weakly supervised
- fully supervised
- weakly supervised learning
- semantic segmentation
- learning algorithm
- relation extraction
- semi supervised
- superpixels
- pairwise
- natural images
- object class
- weakly labeled
- learning process
- training examples
- unsupervised learning
- multiple instance learning
- markov random field
- supervised learning
- d objects
- prior knowledge
- viewpoint