DE-MRI myocardial fibrosis segmentation and classification model based on multi-scale self-supervision and transformer.
Yuhan DingWeifang XieKelvin K. L. WongZhifang LiaoPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- multiscale
- phase contrast
- medical images
- fully unsupervised
- image segmentation
- brain scans
- multiple scales
- brain mri
- level set
- scale space
- segmentation algorithm
- edge detection
- region growing
- pixel classification
- accurate segmentation
- intensity distribution
- feature space
- feature extraction
- cardiac mr images
- healthy volunteers
- anatomical structures
- left ventricular
- segmentation method
- brain tumors
- mr imaging
- feature selection
- white matter
- feature vectors
- high resolution
- magnetic resonance images
- magnetic resonance imaging
- medical imaging
- mr images
- image analysis
- active learning