Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images.
Jia GuoShuai LuLize JiaWeihang ZhangHuiqi LiPublished in: IEEE Trans. Medical Imaging (2024)
Keyphrases
- medical images
- unsupervised anomaly detection
- video codec
- decoding process
- anomaly detection
- low complexity
- distributed video coding
- anatomical structures
- error control
- medical imaging
- medical image analysis
- medical image segmentation
- image intensity
- noisy channel
- magnetic resonance imaging
- deformable models
- magnetic resonance
- wyner ziv video coding
- imaging modalities
- magnetic resonance images
- computer aided diagnosis
- wyner ziv
- medical diagnosis
- semi supervised
- video coding
- rate distortion
- mr images
- computed tomography
- motion estimation
- successive approximation
- intrusion detection
- clinical applications
- brain images
- medical data
- ct images
- region of interest
- distributed source coding
- clinical practice
- turbo codes
- x ray images
- segmentation of medical images
- biomedical images
- machine learning
- bit rate