Calculation of Anatomical and Functional Metrics Using Deep Learning in Cardiac MRI: Comparison Between Direct and Segmentation-Based Estimation.
Hao XuJürgen E. SchneiderVicente GrauPublished in: STACOM@MICCAI (2018)
Keyphrases
- cardiac mri
- deep learning
- physiological parameters
- medical images
- left ventricle
- unsupervised learning
- magnetic resonance images
- machine learning
- left ventricular
- fully automatic
- short axis
- image processing
- weakly supervised
- mental models
- medical imaging
- multiscale
- three dimensional
- image segmentation
- prior information