Self-supervised Diffusion Model for Anomaly Segmentation in Medical Imaging.
Komal KumarSnehashis ChakrabortySudipta RoyPublished in: PReMI (2023)
Keyphrases
- medical imaging
- diffusion model
- medical images
- image segmentation
- magnetic resonance images
- x ray
- medical image processing
- image registration
- computed tomography
- image processing
- diffusion tensor
- medical image analysis
- anatomical structures
- volumetric data
- imaging modalities
- image analysis
- magnetic resonance imaging
- brain mr images
- ct images
- computer aided diagnosis
- shape analysis
- medical image segmentation
- image guided
- image processing and analysis
- anomaly detection
- brain structures
- anisotropic diffusion
- diffusion process
- information diffusion
- computer vision
- brain mri
- biomedical engineering
- segmentation algorithm
- remote sensing
- image guided surgery
- level set
- mri data
- multiscale