PolypMixNet: Enhancing semi-supervised polyp segmentation with polyp-aware augmentation.
Xiao JiaYutian ShenJianhong YangRan SongWei ZhangMax Q.-H. MengJoseph C. LiaoLei XingPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- semi supervised
- polyp detection
- segmentation algorithm
- semi supervised learning
- level set
- image segmentation
- segmentation method
- supervised learning
- fully automatic
- image analysis
- multiscale
- active learning
- medical images
- shape prior
- virtual colonoscopy
- segmented images
- semi supervised clustering
- unsupervised learning
- labeled data
- pairwise
- medical imaging
- ct colonography
- computer aided detection
- machine learning
- fully supervised
- segmentation errors
- segmentation accuracy
- object segmentation
- region growing
- energy function