An end-to-end approach to segmentation in medical images with CNN and posterior-CRF.
Shuai ChenZahra Sedghi GamechiFlorian DubostGijs van TulderMarleen de BruijnePublished in: Medical Image Anal. (2022)
Keyphrases
- medical images
- end to end
- medical imaging
- anatomical structures
- medical image segmentation
- image intensity
- computer aided diagnosis
- deformable models
- biomedical images
- imaging modalities
- medical image analysis
- conditional random fields
- magnetic resonance images
- segmentation of medical images
- computed tomography
- region of interest
- mr images
- magnetic resonance imaging
- magnetic resonance
- ct images
- congestion control
- pairwise
- brain images
- ct data
- mri images
- x ray images
- markov random field
- probabilistic model
- clinical applications
- medical image retrieval
- computer vision
- segmentation algorithm
- multiresolution
- image analysis
- computer tomography