Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective.
Chenyu YouWeicheng DaiYifei MinFenglin LiuXiaoran ZhangChen FengDavid A. CliftonS. Kevin ZhouLawrence Hamilton StaibJames S. DuncanPublished in: CoRR (2023)
Keyphrases
- medical image segmentation
- variance reduction
- semi supervised
- medical images
- monte carlo
- sample size
- curve evolution
- semi supervised learning
- level set method
- importance sampling
- medical image analysis
- statistical shape model
- pairwise
- multi view
- unlabeled data
- medical imaging
- labeled data
- level set
- active learning
- co training
- three dimensional
- image segmentation
- computer vision
- confidence intervals
- naive bayes classifier
- video sequences
- feature selection