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