Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images.
Yu TianGuansong PangFengbei LiuYuanhong ChenSeon-Ho ShinJohan W. VerjansRajvinder SinghGustavo CarneiroPublished in: MICCAI (5) (2021)
Keyphrases
- medical images
- medical imaging
- medical image analysis
- magnetic resonance
- learning algorithm
- anatomical structures
- ct images
- medical image segmentation
- magnetic resonance images
- active learning
- learning process
- image intensity
- deformable models
- mr images
- reinforcement learning
- x ray images
- medical data
- unsupervised learning
- intrusion detection
- supervised learning
- brain images
- magnetic resonance imaging
- three dimensional
- biomedical images
- machine learning
- computer vision
- semi supervised
- image processing
- computed tomography
- training set
- region of interest
- model selection
- image registration