A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images.
Hisham AbdeltawabFahmi KhalifaFatma TaherNorah Saleh AlghamdiMohammed GhazalGarth M. BeacheTamer MohamedRobert KeyntonAyman El-BazPublished in: Comput. Medical Imaging Graph. (2020)
Keyphrases
- manual segmentation
- short axis
- automatic segmentation
- mr images
- left ventricle
- cardiac magnetic resonance
- magnetic resonance
- brain tissue
- medical images
- cardiac motion
- segmentation algorithm
- magnetic resonance images
- fully automatic
- accurate segmentation
- wall motion
- mri data
- image data
- heart motion
- prostate cancer
- mr imaging
- left ventricular
- nonrigid registration
- ct data
- carotid artery
- anatomical structures
- fully automated
- image analysis
- brain tumors
- pattern recognition
- brain images