Multimodal 3D Brain Tumor Segmentation with Adversarial Training and Conditional Random Field.
Lan JiangYuchao ZhengMiao YuHaiqing ZhangFatemah AladwaniAlessandro PerelliPublished in: MIUA (1) (2024)
Keyphrases
- conditional random fields
- structured prediction
- supervised training
- crf model
- brain tumor segmentation
- graphical models
- probabilistic model
- long range
- hidden markov models
- structural svms
- restricted boltzmann machine
- information extraction
- random fields
- maximum entropy
- image labeling
- higher order
- training samples
- markov random field
- generative model
- pairwise
- approximate inference
- training examples
- training phase
- max margin
- semantic segmentation
- sequence classification
- training set
- contextual features
- supervised learning
- superpixels
- latent variables
- medical images
- computer vision
- segmentation method