Anomaly detection for medical images based on a one-class classification.
Qi WeiYinhao RenRui HouBibo ShiJoseph Y. LoLawrence CarinPublished in: Medical Imaging: Computer-Aided Diagnosis (2018)
Keyphrases
- medical images
- anomaly detection
- novelty detection
- intrusion detection
- deformable models
- medical image analysis
- anatomical structures
- medical imaging
- detecting anomalies
- anomalous behavior
- imaging modalities
- mr images
- network traffic
- magnetic resonance
- medical image segmentation
- network intrusion detection
- intrusion detection system
- magnetic resonance images
- detect anomalies
- network anomaly detection
- detecting anomalous
- biomedical images
- unsupervised learning
- x ray images
- magnetic resonance imaging
- medical image retrieval
- training data
- segmentation of medical images
- one class support vector machines
- brain images
- maximum likelihood
- learning algorithm
- multimodal medical images