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Julian Suk
Julian Suk
Verified email at utwente.nl - Homepage
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Cited by
Cited by
Year
Mesh convolutional neural networks for wall shear stress estimation in 3D artery models
J Suk, P Haan, P Lippe, C Brune, JM Wolterink
International Workshop on Statistical Atlases and Computational Models of …, 2021
192021
Implicit neural representations for generative modeling of living cell shapes
D Wiesner, J Suk, S Dummer, D Svoboda, JM Wolterink
International Conference on Medical Image Computing and Computer-Assisted …, 2022
112022
Mesh Neural Networks for SE (3)-Equivariant Hemodynamics Estimation on the Artery Wall
J Suk, P de Haan, P Lippe, C Brune, JM Wolterink
arXiv preprint arXiv:2212.05023, 2022
72022
Surfing on the neural sheaf
J Suk, L Giusti, T Hemo, M Lopez, K Barmpas, C Bodnar
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022
72022
Equivariant graph neural networks as surrogate for computational fluid dynamics in 3D artery models
J Suk, P de Haan, P Lippe, C Brune, JM Wolterink
Fourth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2021), 2021
62021
Application of second-order optimisation for large-scale deep learning
J Suk
32020
Generative modeling of living cells with SO (3)-equivariant implicit neural representations
D Wiesner, J Suk, S Dummer, T Nečasová, V Ulman, D Svoboda, ...
Medical image analysis 91, 102991, 2024
12024
SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks
D Alblas, J Suk, C Brune, KK Yeung, JM Wolterink
arXiv preprint arXiv:2311.05400, 2023
12023
SE (3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets
J Suk, C Brune, JM Wolterink
International Conference on Functional Imaging and Modeling of the Heart …, 2023
12023
Digital Foot Models from Sensor Data for Improved Orthopedic Aid Fitting
G Carere, BJ Geurts, B van't Hof, F Holtkamp, E Luesink, M Schlottbom, ...
2023
-equivariant hemodynamics estimation on arterial surface meshes using graph convolutional networks
J Suk, P De Haan, P Lippe, C Brune, JM Wolterink
Geometric Deep Learning in Medical Image Analysis (Extended abstracts), 2022
2022
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