Deep learning and particle filter-based aortic dissection vessel tree segmentation.
Yuan JinAntonio PepeJianning LiChristina GsaxnerJan EggerPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Keyphrases
- deep learning
- vessel tree
- unsupervised learning
- image segmentation
- contrast agent
- level set
- segmentation method
- machine learning
- multiscale
- segmentation algorithm
- accurate segmentation
- region growing
- contrast enhanced
- mental models
- particle filter
- fully automatic
- patient specific
- weakly supervised
- automatic analysis
- statistical shape model
- dce mri
- mr images
- feature space
- object segmentation
- active contours
- pattern recognition
- medical images
- object detection
- ground truth