An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation.
Christian F. BaumgartnerLisa M. KochMarc PollefeysEnder KonukogluPublished in: STACOM@MICCAI (2017)
Keyphrases
- deep learning
- cardiac mr
- image segmentation
- deformable models
- wall motion
- nonrigid registration
- unsupervised learning
- unsupervised feature learning
- left ventricle
- machine learning
- shape prior
- image analysis
- multiscale
- mental models
- weakly supervised
- image processing
- markov random field
- object segmentation
- medical imaging
- unsupervised segmentation
- segmentation algorithm
- image registration
- segmentation method
- graph cuts
- higher order
- fully automatic
- magnetic resonance
- active contours
- expectation maximization
- level set
- object detection
- feature space
- pattern recognition
- computer vision