A Generalizable Deep-Learning Approach for Cardiac Magnetic Resonance Image Segmentation Using Image Augmentation and Attention U-Net.
Fanwei KongShawn C. ShaddenPublished in: M&Ms and EMIDEC/STACOM@MICCAI (2020)
Keyphrases
- image segmentation
- deep learning
- multiscale
- segmentation method
- image data
- image content
- image features
- input image
- image analysis
- segmentation algorithm
- computer vision
- segmented images
- energy functional
- region growing
- image processing
- test images
- cardiac magnetic resonance
- energy function
- level set
- deformable models
- vector field
- image regions
- bounding box
- graph cuts
- weakly supervised
- semi supervised
- high resolution