An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation.
Christian F. BaumgartnerLisa M. KochMarc PollefeysEnder KonukogluPublished in: CoRR (2017)
Keyphrases
- deep learning
- cardiac mr
- deformable models
- image segmentation
- wall motion
- unsupervised learning
- medical images
- shape prior
- left ventricle
- nonrigid registration
- machine learning
- unsupervised feature learning
- image analysis
- active contours
- multiscale
- mental models
- object segmentation
- segmentation method
- medical imaging
- graph cuts
- image processing
- segmentation algorithm
- markov random field
- pattern recognition
- energy function
- weakly supervised
- unsupervised segmentation
- supervised learning