Nuclei segmentation with point annotations from pathology images via self-supervised learning and co-training.
Yi LinZhiyong QuHao ChenZhongke GaoYuexiang LiLili XiaKai MaYefeng ZhengKwang-Ting ChengPublished in: Medical Image Anal. (2023)
Keyphrases
- co training
- segmentation method
- microscopic images
- segmentation algorithm
- microscopy images
- cell nuclei
- image data
- learning algorithm
- image annotation
- semi supervised
- supervised learning
- object recognition
- multi view
- active learning
- semi supervised learning
- input image
- three dimensional
- image segmentation
- email classification
- microscope images
- neural network
- unlabeled data
- text mining
- prior knowledge
- learning process
- viewpoint
- decision trees
- machine learning