Segmentation-free Estimation of Aortic Diameters from MRI Using Deep Learning.
Axel AguerreberryEzequiel de la RosaAlain LalandeElmer FernandezPublished in: CoRR (2020)
Keyphrases
- deep learning
- brain scans
- partial volume
- medical images
- magnetic resonance images
- unsupervised learning
- unsupervised feature learning
- machine learning
- level set
- magnetic resonance imaging
- image segmentation
- segmentation method
- mr images
- medical imaging
- segmentation algorithm
- weakly supervised
- mental models
- shape prior
- multiple objects
- energy function
- patient specific
- higher order
- viewpoint
- multiscale
- image processing