Search Results for author: Christos Bourantas

Found 2 papers, 1 papers with code

Joint Dense-Point Representation for Contour-Aware Graph Segmentation

1 code implementation21 Jun 2023 Kit Mills Bransby, Greg Slabaugh, Christos Bourantas, Qianni Zhang

We present a novel methodology that combines graph and dense segmentation techniques by jointly learning both point and pixel contour representations, thereby leveraging the benefits of each approach.

Segmentation

3D Coronary Vessel Reconstruction from Bi-Plane Angiography using Graph Convolutional Networks

no code implementations28 Feb 2023 Kit Mills Bransby, Vincenzo Tufaro, Murat Cap, Greg Slabaugh, Christos Bourantas, Qianni Zhang

X-ray coronary angiography (XCA) is used to assess coronary artery disease and provides valuable information on lesion morphology and severity.

3D Reconstruction UNET Segmentation

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