Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction.
Haley G. AbramsonDan M. PopescuRebecca YuChangxin LaiJulie K. ShadeKatherine C. WuMauro MaggioniNatalia A. TrayanovaPublished in: CoRR (2020)
Keyphrases
- cardiac mri
- deep learning
- contrast enhanced
- feature extraction
- patient data
- mr images
- magnetic resonance images
- left ventricle
- carotid artery
- heart disease
- mri data
- magnetic resonance
- left ventricular
- intraoperative
- medical images
- machine learning
- computed tomography
- fully automatic
- ct images
- image processing
- image analysis
- clinical trials
- deformation field
- medical imaging
- level set
- brain tumors
- segmentation algorithm
- image data
- segmentation method
- shape prior
- computer vision