Mr. Carlos Collet Profile

Carlos Collet

at Onze-Lieve-Vrouwziekenhuis VZW

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Publications (3)

SPIE Journal Paper | 15 May 2024

Graph neural networks for automatic extraction and labeling of the coronary artery tree in CT angiography

Nils Hampe, Sanne G. M. van Velzen, Jelmer M. Wolterink, Carlos Collet, José P. S. Henriques, Nils Planken, Ivana Išgum

JMI, Vol. 11, Issue 03, 034001, (May 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.3.034001

KEYWORDS: Arteries, Anatomy, Image segmentation, Education and training, Neural networks, Machine learning, Veins, Image resolution, Feature extraction, Automatic tracking

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Proceedings Article | 2 April 2024 Presentation + Paper

Deep-learning-based prediction of fractional flow reserve after invasive coronary artery treatment

Nils Hampe, Sanne G. Van Velzen, Jean-Paul Aben, Rudolf L. van Herten, Carlos Collet, Ivana Išgum

Proceedings Volume 12926, 129260D (2024) https://doi.org/10.1117/12.3006761

KEYWORDS: Arteries, Deep learning, Computed tomography

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Proceedings Article | 15 February 2021 Presentation + Paper

Graph attention networks for segment labeling in coronary artery trees

Nils Hampe, Jelmer Wolterink, Carlos Collet, Nils Planken, Ivana Išgum

Proceedings Volume 11596, 115961I (2021) https://doi.org/10.1117/12.2581219

KEYWORDS: Arteries, Image segmentation, Diagnostics

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