Automatic Segmentation and Overall Survival Prediction in Gliomas Using Fully Convolutional Neural Network and Texture Analysis.
Alex VargheseMohammed Safwan K. P.Ganapathy KrishnamurthiPublished in: BrainLes@MICCAI (2017)
Keyphrases
- automatic segmentation
- texture analysis
- convolutional neural network
- survival prediction
- brain tissue
- manual segmentation
- automatically segmenting
- lung cancer
- multiresolution
- texture classification
- face detection
- segmentation algorithm
- texture discrimination
- gene expression
- accurate segmentation
- texture features
- local binary pattern
- gabor filters
- semi automatic segmentation
- image analysis
- gabor filtering
- neural network
- gene selection
- gray level
- texture images
- co occurrence
- texture characterization
- feature extraction
- brain tumors
- pattern recognition
- object detection
- textural features
- multiscale
- brodatz textures