Semi-Supervised and Active Learning for Automatic Segmentation of Crohn's Disease.
Dwarikanath MahapatraPeter J. SchüfflerJeroen A. W. TielbeekFranciscus M. VosJoachim M. BuhmannPublished in: MICCAI (2) (2013)
Keyphrases
- automatic segmentation
- semi supervised
- active learning
- manual segmentation
- automatically segmenting
- segmentation algorithm
- semi supervised learning
- unlabeled data
- labeled data
- semi automatic segmentation
- supervised learning
- pool based active learning
- labeled examples
- brain tissue
- accurate segmentation
- computed tomography images
- machine learning
- learning process
- pairwise
- training set
- ct data
- learning algorithm
- interactive segmentation
- pairwise constraints
- graph cuts
- selective sampling
- decision trees
- fully automatic segmentation