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Diminishing Uncertainty Within the Training Pool: Active Learning for Medical Image Segmentation.
Vishwesh Nath
Dong Yang
Bennett A. Landman
Daguang Xu
Holger R. Roth
Published in:
IEEE Trans. Medical Imaging (2021)
Keyphrases
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medical image segmentation
active learning
medical images
active learner
training set
curve evolution
medical image analysis
level set method
image segmentation
medical imaging
statistical shape model
machine learning
random sampling
energy minimization
level set
semi supervised
decision trees
learning algorithm