Self-supervised learning improves dMMR/MSI detection from histology slides across multiple cancers.
Charlie SaillardOlivier DehaeneTanguy MarchandOlivier MoindrotAurélie KamounBenoit SchmauchSimon JégouPublished in: COMPAY@MICCAI (2021)
Keyphrases
- learning systems
- data sets
- multiple tasks
- learning algorithm
- learning tasks
- learning process
- supervised learning
- unsupervised learning
- reinforcement learning
- detection accuracy
- prior knowledge
- object detection
- online learning
- knowledge acquisition
- detection method
- mobile learning
- inductive inference
- elementary school
- decision trees