Fully automated deep learning based segmentation of normal, infarcted and edema regions from multiple cardiac MRI sequences.
Xiaoran ZhangMichelle NogaKumaradevan PunithakumarPublished in: CoRR (2020)
Keyphrases
- fully automated
- cardiac mri
- deep learning
- fully automatic
- magnetic resonance images
- manual segmentation
- left ventricle
- short axis
- physiological parameters
- image regions
- semi automatic
- multiple objects
- image segmentation
- left ventricular
- brain tumors
- machine learning
- medical images
- segmented images
- weakly supervised
- unsupervised learning
- image features
- mental models
- image sequences
- input image