Automated segmentation and radiomic characterization of visceral fat on bowel MRIs for Crohn's disease.
Iulia BarburJacob KurowskiKaustav BeraRajat ThawaniJean-Paul AchkarClaudio FiocchiMarsha KayRishi GuptaSatish ViswanathPublished in: Medical Imaging: Image-Guided Procedures (2018)
Keyphrases
- manual segmentation
- automated segmentation
- automatic segmentation
- fully automated
- mr images
- magnetic resonance images
- ground truth
- anatomical structures
- gold standard
- segmentation accuracy
- medical images
- clinical applications
- active shape model
- magnetic resonance
- segmentation algorithm
- human experts
- fully automatic
- image data
- low grade
- high resolution
- medical image analysis
- mutual information
- segmented images
- higher order
- high quality
- image segmentation
- image processing