Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images.
Hui QuPengxiang WuQiaoying HuangJingru YiZhennan YanKang LiGregory M. RiedlingerSubhajyoti DeShaoting ZhangDimitris N. MetaxasPublished in: IEEE Trans. Medical Imaging (2020)
Keyphrases
- weakly supervised
- histopathology images
- semantic segmentation
- superpixels
- segmentation method
- weakly labeled
- fully supervised
- segmentation algorithm
- topic models
- object class
- image segmentation
- semi supervised
- object segmentation
- relation extraction
- multiscale
- level set
- medical images
- multiple objects
- conditional random fields
- energy function
- image classification
- data points