A 3D deep learning approach based on Shape Prior for automatic segmentation of myocardial diseases.
Khawla BrahimAbdul QayyumAlain LalandeArnaud BoucherAnis SaklyFabrice MériaudeauPublished in: IPTA (2020)
Keyphrases
- deep learning
- automatic segmentation
- shape prior
- segmentation algorithm
- accurate segmentation
- graph cuts
- manual segmentation
- interactive segmentation
- image segmentation
- unsupervised learning
- object segmentation
- segmentation method
- deformable models
- level set
- active contours
- shape model
- energy function
- superpixels
- weakly supervised
- machine learning
- input image
- active shape model
- mental models
- bayesian framework
- global optimization
- prior knowledge
- markov random field
- feature extraction