Transformer based multiple instance learning for weakly supervised histopathology image segmentation.
Ziniu QianKailu LiMaode LaiEric I-Chao ChangBingzheng WeiYubo FanYan XuPublished in: CoRR (2022)
Keyphrases
- multiple instance learning
- weakly supervised learning
- weakly supervised
- image segmentation
- semi supervised
- superpixels
- object segmentation
- object class
- multi class
- supervised learning
- segmentation method
- relation extraction
- semi supervised learning
- graph cuts
- multiscale
- image annotation
- topic models
- segmentation algorithm
- image understanding
- markov random field
- shape prior
- information retrieval
- labeled data
- multi modal
- image data
- image processing
- class labels
- named entities
- unsupervised learning
- expectation maximization
- active learning
- high dimensional
- object recognition
- computer vision
- machine learning