Self-Paced Sample Selection for Barely-Supervised Medical Image Segmentation.
Junming SuZhiqiang ShenPeng CaoJinzhu YangOsmar R. ZaïanePublished in: CoRR (2024)
Keyphrases
- medical image segmentation
- sample selection
- active learning
- medical images
- training data
- supervised learning
- semi supervised
- curve evolution
- selection strategy
- level set method
- learning algorithm
- support vector machine
- image segmentation
- statistical shape model
- medical image analysis
- medical imaging
- machine learning
- image intensity
- feature selection
- markov random field
- anatomical structures
- classification accuracy
- multiscale