Modeling normal brain asymmetry in MR images applied to anomaly detection without segmentation and data annotation.
Samuel Botter MartinsBarbara Caroline BenatoBruna Ferreira SilvaClarissa Lyn YasudaAlexandre Xavier FalcãoPublished in: Medical Imaging: Computer-Aided Diagnosis (2019)
Keyphrases
- anomaly detection
- mr images
- medical images
- brain mr images
- image data
- magnetic resonance
- brain tumors
- training data
- quantitative measurements
- intrusion detection
- detect anomalies
- mid sagittal plane
- prostate cancer
- magnetic resonance images
- tissue segmentation
- image segmentation
- brain tissue
- brain structures
- nonrigid registration
- normal behavior
- segmentation algorithm
- data points