Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images.
Ario SadafiOleksandra AdonkinaAshkan KhakzarPeter LienemannRudolf Matthias HehrDaniel RueckertNassir NavabCarsten MarrPublished in: IPMI (2023)
Keyphrases
- pixel level
- learning models
- multiple instance
- learning problems
- image fusion
- image database
- multiple instance learning
- input image
- semi supervised learning
- image analysis
- learning algorithm
- loss function
- classification models
- image understanding
- image retrieval
- semi supervised
- image classification
- learning tasks
- image features
- pairwise
- feature extraction
- decision trees