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Nils Hampe
at Amsterdam UMC
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Author
Publications (4)
SPIE Journal Paper | 15 May 2024
Graph neural networks for automatic extraction and labeling of the coronary artery tree in CT angiography
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
Proceedings Article | 2 April 2024 Presentation + Paper
Deep-learning-based prediction of fractional flow reserve after invasive coronary artery treatment
Proceedings Volume 12926, 129260D (2024) https://doi.org/10.1117/12.3006761
KEYWORDS: Arteries, Deep learning, Computed tomography
Proceedings Article | 15 February 2021 Presentation + Paper
Graph attention networks for segment labeling in coronary artery trees
Proceedings Volume 11596, 115961I (2021) https://doi.org/10.1117/12.2581219
KEYWORDS: Arteries, Image segmentation, Diagnostics
Proceedings Article | 15 February 2021 Presentation + Paper
Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosis
Majd Zreik, Nils Hampe, Tim Leiner, Nadih Khalili, Jelmer Wolterink, Michiel Voskuil, Max Viergever, Ivana Išgum
Proceedings Volume 11596, 115961F (2021) https://doi.org/10.1117/12.2580847
KEYWORDS: Arteries, Angiography, Computed tomography, Independent component analysis, Receivers, Neural networks, Computer aided design, Calcium
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