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Computers in Biology and Medicine|March 29, 2024
Mesh neural networks for SE(3)-equivariant hemodynamics estimation on the artery wallJulian Suk, Pim de Haan, Phillip Lippe, et al.
Medical Image Analysis|January 22, 2025
SIRE: Scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networksDieuwertje Alblas, Julian Suk, Christoph Brune, et al.
Computer Methods and Programs in Biomedicine|August 7, 2025
Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries from a steady-state priorJulian Suk, Guido Nannini, Patryk Rygiel, et al.
Medical Image Analysis|October 15, 2023
Generative modeling of living cells with SO(3)-equivariant implicit neural representationsDavid Wiesner, Julian Suk, Sven Dummer, et al.
Medical Image Analysis|February 13, 2026
Physics-informed graph neural networks for flow field estimation in carotid arteriesJulian Suk, Dieuwertje Alblas, Barbara A Hutten, et al.
Artificial Intelligence in Medicine|December 2, 2025
Geometric deep learning for local growth prediction on abdominal aortic aneurysm surfacesDieuwertje Alblas, Patryk Rygiel, Julian Suk, et al.
Computers in Biology and Medicine|June 18, 2025
Learning hemodynamic scalar fields on coronary artery meshes: A benchmark of geometric deep learning modelsGuido Nannini, Julian Suk, Patryk Rygiel, et al.
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