A Supervised Learning Based Approach to Detect Crohn's Disease in Abdominal MR Volumes.
Dwarikanath MahapatraPeter SchuefflerJeroen A. W. TielbeekJoachim M. BuhmannFranciscus M. VosPublished in: Abdominal Imaging (2012)
Keyphrases
- supervised learning
- unsupervised learning
- detection algorithm
- detection method
- outbreak detection
- magnetic resonance
- training data
- mr images
- machine learning
- clinical applications
- learning algorithm
- automatic detection
- three dimensional
- image registration
- class labels
- learning tasks
- reinforcement learning
- medical images
- multiple instance learning
- multiple sclerosis
- labeled data
- active learning
- training set
- image volumes