Simultaneous Tissue Classification and Lateral Ventricle Segmentation via a 2D U-net Driven by a 3D Fully Convolutional Neural Network.
Jiong WuYue ZhangXiaoying TangPublished in: EMBC (2019)
Keyphrases
- tissue classification
- convolutional neural network
- distance maps
- image segmentation
- medical images
- segmentation method
- level set
- segmentation algorithm
- deformable models
- dynamic model
- shape prior
- multiscale
- face detection
- brain mri
- segmentation accuracy
- region growing
- data driven
- edge detection
- fully automatic
- energy function
- brain tumors
- neural network
- image analysis
- gray level
- multiresolution