Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation.
Yi LinDong ZhangXiao FangYufan ChenKwang-Ting ChengHao ChenPublished in: IPMI (2023)
Keyphrases
- learning models
- boundary detection
- medical image segmentation
- image segmentation
- medical images
- machine learning
- loss function
- level set method
- learning algorithm
- learning tasks
- semi supervised learning
- curve evolution
- detection algorithm
- machine learning algorithms
- statistical shape model
- medical image analysis
- medical imaging
- learning problems
- conditional random fields
- active contours
- classification models
- closed contours
- multiscale
- level set
- markov random field
- data mining
- computer vision
- deformable models
- active contour model
- maximum likelihood
- feature space
- pattern recognition
- feature selection
- graph cuts