MADGAN: unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction.
Changhee HanLeonardo RundoKohei MuraoTomoyuki NoguchiYuki ShimaharaZoltán Ádám MilacskiSaori KoshinoEvis SalaHideki NakayamaShin'ichi SatohPublished in: BMC Bioinform. (2021)
Keyphrases
- anomaly detection
- brain mri
- unsupervised anomaly detection
- unsupervised learning
- intrusion detection
- detecting anomalies
- network anomaly detection
- network intrusion detection
- anomalous behavior
- magnetic resonance images
- network traffic
- region growing
- detect anomalies
- one class support vector machines
- anatomical structures
- semi supervised
- machine learning
- intrusion detection system
- normal behavior
- medical imaging
- mr images
- medical images
- feature extraction