Brain Tumor Segmentation Using a Fully Convolutional Neural Network with Conditional Random Fields.
Xiaomei ZhaoYihong WuGuidong SongZhenye LiYong FanYazhuo ZhangPublished in: BrainLes@MICCAI (2016)
Keyphrases
- conditional random fields
- convolutional neural network
- brain tumor segmentation
- graphical models
- face detection
- probabilistic model
- hidden markov models
- markov random field
- sequence labeling
- random fields
- maximum entropy
- higher order
- generative model
- information extraction
- image labeling
- semi markov
- named entity recognition
- parameter learning
- approximate inference
- crf model
- magnetic resonance images
- pairwise
- structured learning
- structured prediction
- image processing
- protein fold recognition
- neural network
- segmentation method
- undirected graphical models
- machine learning
- response time
- prior knowledge
- training data