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
20 2021 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
12 2022 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
8 2022 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
8 2022 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
6 2021 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
3 2024 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
3 2023 Application of second-order optimisation for large-scale deep learning J Suk
3 2020 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
1 2023 -equivariant hemodynamics estimation on arterial surface meshes using graph convolutional networksJ Suk, P De Haan, P Lippe, C Brune, JM Wolterink
Geometric Deep Learning in Medical Image Analysis (Extended abstracts), 2022
1 2022 LaB-GATr: geometric algebra transformers for large biomedical surface and volume meshes J Suk, B Imre, JM Wolterink
arXiv preprint arXiv:2403.07536, 2024
2024 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