Abnormality Detection for Medical Images Using Self-Supervision and Negative Samples.
Nima RafieeRahil GholamipoorfardMarkus KollmannPublished in: ICBRA (2023)
Keyphrases
- medical images
- abnormality detection
- positive samples
- negative samples
- negative feedback
- support vector machine
- anatomical structures
- medical image analysis
- medical imaging
- imaging modalities
- computed tomography
- magnetic resonance imaging
- ct images
- positive and negative
- deformable models
- mr images
- image intensity
- medical data
- magnetic resonance images
- magnetic resonance
- positive examples
- mri images
- sample set
- region of interest
- active learning
- multiresolution
- ct scans