Weakly Supervised Deep Nuclei Segmentation using Points Annotation in Histopathology Images.
Hui QuPengxiang WuQiaoying HuangJingru YiGregory M. RiedlingerSubhajyoti DeDimitris N. MetaxasPublished in: MIDL (2019)
Keyphrases
- weakly supervised
- histopathology images
- semantic segmentation
- superpixels
- segmentation method
- weakly labeled
- fully supervised
- segmentation algorithm
- object class
- object segmentation
- multiscale
- topic models
- image segmentation
- relation extraction
- medical images
- level set
- named entities
- shape prior
- conditional random fields
- viewpoint
- object detection
- semi supervised
- ground truth
- data points
- object detectors
- higher order
- active learning
- input image