Automatic localization of the left ventricle in cardiac MRI images using deep learning.
Omar EmadInas A. YassineAhmed S. FahmyPublished in: EMBC (2015)
Keyphrases
- mri images
- short axis
- deep learning
- left ventricle
- fully automatic
- long axis
- magnetic resonance imaging
- mri data
- cardiac mr images
- cardiac mri
- medical images
- magnetic resonance images
- wall motion
- imaging modalities
- unsupervised learning
- left ventricular
- semi automatic
- blood pool
- cardiac magnetic resonance
- cardiac motion
- low contrast
- machine learning
- echocardiographic images
- tagged mr images
- brain tumors
- image analysis
- medical imaging
- tagged mri
- weakly supervised
- cardiac cycle
- brain tissue
- mental models
- three dimensional
- data mining