Conditional random field modelling of interactions between findings in mammography.
Thijs KooiJan-Jurre MordangNico KarssemeijerPublished in: Medical Imaging: Computer-Aided Diagnosis (2017)
Keyphrases
- conditional random fields
- crf model
- graphical models
- long range
- probabilistic model
- information extraction
- pairwise
- maximum entropy
- markov random field
- random fields
- higher order
- hidden markov models
- breast cancer
- efficient inference
- semantic segmentation
- image labeling
- superpixels
- generative model
- approximate inference
- structured prediction
- probabilistic graphical models
- segmentation method
- markov networks
- supervised training
- contextual features
- least squares
- natural language
- sequence classification