Marginal shape deep learning: applications to pediatric lung field segmentation.
Awais MansoorJuan J. CerrolazaGeovanny F. PerezElijah BiggsGustavo NinoMarius George LinguraruPublished in: Medical Imaging: Image Processing (2017)
Keyphrases
- deep learning
- shape prior
- brain structures
- image segmentation
- unsupervised learning
- segmentation algorithm
- shape model
- level set
- unsupervised feature learning
- machine learning
- object segmentation
- computer vision
- segmentation method
- energy function
- active contours
- mental models
- weakly supervised
- medical images
- pattern recognition
- multiscale
- deformable models
- test images
- decision makers
- semi supervised