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Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective.
Chenyu You
Weicheng Dai
Yifei Min
Fenglin Liu
David A. Clifton
S. Kevin Zhou
Lawrence H. Staib
James S. Duncan
Published in:
NeurIPS (2023)
Keyphrases
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medical image segmentation
variance reduction
semi supervised
medical images
monte carlo
sample size
semi supervised learning
curve evolution
medical image analysis
unlabeled data
statistical shape model
level set method
labeled data
pairwise
multi view
active learning
medical imaging
confidence intervals
co training
image segmentation
image analysis
importance sampling
image processing
probabilistic model
energy minimization
training data
image sequences
three dimensional