Coherent needle detection in ultrasound volumes using 3D conditional random fields.
Farhad Ghazvinian ZanjaniArash PourtaherianXikai TangSvitlana ZingerNenad MihajlovicGary C. NgHendrikus H. M. KorstenPeter H. N. de WithPublished in: Medical Imaging: Image-Guided Procedures (2018)
Keyphrases
- conditional random fields
- graphical models
- probabilistic model
- information extraction
- sequence labeling
- random fields
- hidden markov models
- semi markov
- generative model
- image labeling
- named entity recognition
- higher order
- protein fold recognition
- pairwise
- markov models
- web page prediction
- approximate inference
- markov random field
- maximum entropy
- crf model
- superpixels
- markov networks
- structured prediction
- information retrieval
- parameter estimation
- undirected graphical models
- learning algorithm
- machine learning