Combining Convolutional Neural Networks and Anatomical Shape-Based Priors for Cardiac Segmentation.
Samuel BignardiAnthony J. YezziNavdeep DahiyaAlbert ComelliAlessandro StefanoMarina PiccinelliErnest GarciaPublished in: ICIAP Workshops (1) (2022)
Keyphrases
- level set
- convolutional neural networks
- medical images
- three dimensional
- distance maps
- cardiac mri
- segmentation algorithm
- cardiac mr images
- statistical shape
- blood pool
- multiscale
- patient specific
- image analysis
- segmentation method
- shape prior
- anatomical structures
- fully automatic
- prior information
- region growing
- probabilistic atlas
- magnetic resonance images
- image segmentation
- brain structures
- brain mri
- accurate segmentation
- intra subject
- object detection
- object recognition
- left ventricle
- shape representation
- multiresolution
- cardiac magnetic resonance