Towards Universal Unsupervised Anomaly Detection in Medical Imaging.
Cosmin I. BerceaBenedikt WiestlerDaniel RueckertJulia A. SchnabelPublished in: CoRR (2024)
Keyphrases
- medical imaging
- unsupervised anomaly detection
- anomaly detection
- semi supervised
- intrusion detection
- medical images
- x ray
- computed tomography
- medical image processing
- image segmentation
- ct images
- image analysis
- image registration
- anatomical structures
- image processing
- magnetic resonance imaging
- imaging modalities
- magnetic resonance images
- shape analysis
- image guided
- computer aided diagnosis
- remote sensing
- image processing and analysis
- medical image analysis
- pattern mining
- clinical practice
- brain mr images
- image guided surgery
- volumetric data
- surface registration
- biomedical engineering
- computer vision
- pattern recognition
- machine learning
- brain structures
- medical data
- feature selection
- data mining
- deformable models
- pairwise
- unsupervised learning
- high resolution