Attention-based multiple instance learning with self-supervision to predict microsatellite instability in colorectal cancer from histology whole-slide images.
Jacob S. LeibyJie HaoGyeong Hoon KangJi Won ParkDokyoon KimPublished in: EMBC (2022)
Keyphrases
- multiple instance learning
- image categorization
- object based image retrieval
- image annotation
- image data
- multiple instance
- image database
- image features
- image analysis
- multi class
- image regions
- image understanding
- colorectal cancer
- image recognition
- image collections
- small number
- supervised learning
- image retrieval
- image set
- image matching
- machine learning
- image content
- multiscale
- similarity measure
- data sets