引用次数
引用: 95
H-指数: 6
I10-指数 : 4
出版物: 16
Equivariant graph neural networks as surrogate for computational fluid dynamics in 3D artery models
Julian Suk , Pim de Haan , Phillip Lippe , Christoph Brune
Smpte Journal
2
2021
SE (3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets
Julian Suk , Christoph Brune , Jelmer M Wolterink
Smpte Journal 445 -454
1
2023
Mesh convolutional neural networks for wall shear stress estimation in 3D artery models
Julian Suk , Pim de Haan , Phillip Lippe , Christoph Brune
Springer International Publishing 93 -102
20
2021
SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks
Dieuwertje Alblas , Julian Suk , Christoph Brune , Kak Khee Yeung
arXiv preprint arXiv:2311.05400
2
2023
$\mathrm {SE}(3) $-equivariant hemodynamics estimation on arterial surface meshes using graph convolutional networks
Julian Suk , Pim De Haan , Phillip Lippe , Christoph Brune
Geometric Deep Learning in Medical Image Analysis (Extended abstracts)
1
2022
Exploiting Scale Invariance and Rotation Equivariance for Sparse and Dense Artery Orientation Estimation
Dieuwertje Alblas , Iris Vos , Julian Suk , Christoph Brune
Medical Imaging with Deep Learning
2024
Mesh neural networks for SE (3)-equivariant hemodynamics estimation on the artery wall
Julian Suk , Pim de Haan , Phillip Lippe , Christoph Brune
Computers in Biology and Medicine 108328 -108328
35
2024
Surfing on the neural sheaf
Julian Suk , Lorenzo Giusti , Tamir Hemo , Miguel Lopez
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations
8
2022
Generative modeling of living cells with SO (3)-equivariant implicit neural representations
David Wiesner , Julian Suk , Sven Dummer , Tereza Nečasová
Medical Image Analysis 91 102991 -102991
4
2024
Implicit neural representations for generative modeling of living cell shapes
David Wiesner , Julian Suk , Sven Dummer , David Svoboda
Springer Nature Switzerland 58 -67
13
2022
LaB-GATr: geometric algebra transformers for large biomedical surface and volume meshes
Julian Suk , Baris Imre , Jelmer M Wolterink
arXiv preprint arXiv:2403.07536
2024
Digital Foot Models from Sensor Data for Improved Orthopedic Aid Fitting
Giuseppe Carere , Bernard J Geurts , Bas van't Hof , Fred Holtkamp
2023
Physics-informed graph neural networks for flow field estimation in carotid arteries
Julian Suk , Dieuwertje Alblas , Barbara A Hutten , Albert Wiegman
arXiv preprint arXiv:2408.07110
2024
4
2020
Geometric algebra transformers for large 3D meshes via cross-attention
Julian Suk , Pim De Haan , Baris Imre , Jelmer M Wolterink
ICML 2024 Workshop on Geometry-grounded Representation Learning and Generative Modeling
2024
Spatiotemporal cell surface generator
David Wiesner , Julian Suk
2023