Detection and localization of spatially correlated point landmarks in medical images using an automatically learned conditional random field.
Alexander Oliver MaderCristian LorenzMartin BergtholdtJens von BergHauke SchrammJan ModersitzkiCarsten MeyerPublished in: Comput. Vis. Image Underst. (2018)
Keyphrases
- medical images
- conditional random fields
- spatially correlated
- automatically learned
- medical image analysis
- medical imaging
- crf model
- anatomical structures
- medical image segmentation
- random fields
- probabilistic model
- graphical models
- computer aided diagnosis
- imaging modalities
- mr images
- deformable models
- magnetic resonance imaging
- pairwise
- segmentation of medical images
- markov random field
- biomedical images
- information extraction
- hidden markov models
- higher order
- ct images
- object detection
- region of interest
- x ray images
- medical image retrieval
- ordinal scale
- superpixels
- generative model
- computer vision