From Whole-Body to Abdomen: Streamlined Segmentation of Organs and Tumors via Semi-Supervised Learning and Efficient Coarse-to-Fine Inference.
Shoujin HuangHuaishui YangLifeng MeiTan ZhangShaojun LiuMengye LyuPublished in: FLARE@MICCAI (2023)
Keyphrases
- semi supervised learning
- coarse to fine
- multiscale
- hierarchical segmentation
- semi supervised
- labeled data
- deformable surface model
- unlabeled data
- medical images
- multiresolution
- semi supervised classification
- machine learning
- image registration
- co training
- object detection
- supervised learning
- medical imaging
- unsupervised learning
- anatomical structures
- image segmentation
- label propagation
- training data
- segmentation algorithm
- statistical learning
- level set
- active learning
- segmentation method
- bayesian networks
- pattern recognition
- pairwise
- image analysis
- similarity measure
- dynamic programming