Deep Learning-Based Segmentation and Mesh Reconstruction of the Aortic Vessel Tree from CTA Images.
Theodoros P. VagenasKonstantinos GeorgasGeorge K. MatsopoulosPublished in: SEG.A@MICCAI (2023)
Keyphrases
- deep learning
- segmentation method
- fully automatic
- segmentation algorithm
- accurate segmentation
- three dimensional
- contrast agent
- test images
- positron emission tomography
- contrast enhanced
- vessel tree
- ground truth
- edge detection
- volumetric data
- image data
- input image
- image features
- multiple images
- carotid artery
- region growing
- multiscale
- computer tomography
- object recognition
- multiple objects
- automatic segmentation
- bounding box
- superpixels
- unsupervised learning
- level set
- multislice
- magnetic resonance angiography
- region of interest
- computer vision
- image registration
- feature extraction
- image segmentation