Christoph Brune

Christoph Brune

Universiteit Twente

H-index: 22

Europe-Netherlands

About Christoph Brune

Christoph Brune, With an exceptional h-index of 22 and a recent h-index of 18 (since 2020), a distinguished researcher at Universiteit Twente, specializes in the field of Mathematics, Inverse Problems, Medical Imaging, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Global Control for Local SO (3)-Equivariant Scale-Invariant Vessel Segmentation

Robust Extraction of Personalized Circle of Willis Topology from 3D TOF-MRA Scans

Resolution-Invariant Medical Image Segmentation Using Fourier Neural Operators

Rda-inr: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations

DFM-X: Augmentation by leveraging prior knowledge of shortcut learning

SE (3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets

Learning a Sparse Representation of Barron Functions with the Inverse Scale Space Flow

What do neural networks learn in image classification? A frequency shortcut perspective

Christoph Brune Information

University

Position

Applied Mathematics

Citations(all)

1552

Citations(since 2020)

897

Cited By

952

hIndex(all)

22

hIndex(since 2020)

18

i10Index(all)

35

i10Index(since 2020)

27

Email

University Profile Page

Universiteit Twente

Google Scholar

View Google Scholar Profile

Christoph Brune Skills & Research Interests

Mathematics

Inverse Problems

Medical Imaging

Deep Learning

Top articles of Christoph Brune

Title

Journal

Author(s)

Publication Date

Global Control for Local SO (3)-Equivariant Scale-Invariant Vessel Segmentation

arXiv preprint arXiv:2403.15314

Patryk Rygiel

Dieuwertje Alblas

Christoph Brune

Kak Khee Yeung

Jelmer M Wolterink

2024/3/22

Robust Extraction of Personalized Circle of Willis Topology from 3D TOF-MRA Scans

Dieuwertje Alblas

Iris Vos

Micha Lipplaa

Christoph Brune

Birgitta Velthuis

...

2024/2/13

Resolution-Invariant Medical Image Segmentation Using Fourier Neural Operators

Lu Liu

Raymond Veldhuis

Christoph Brune

2024/2/13

Rda-inr: Riemannian Diffeomorphic Autoencoding via Implicit Neural Representations

Sven Dummer

Nicola Strisciuglio

Christoph Brune

2023/5/22

DFM-X: Augmentation by leveraging prior knowledge of shortcut learning

Shunxin Wang

Christoph Brune

Raymond Veldhuis

Nicola Strisciuglio

2023

SE (3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets

Julian Suk

Christoph Brune

Jelmer M Wolterink

2023/6/16

Learning a Sparse Representation of Barron Functions with the Inverse Scale Space Flow

arXiv preprint arXiv:2312.02671

Tjeerd Jan Heeringa

Tim Roith

Christoph Brune

Martin Burger

2023/12/5

What do neural networks learn in image classification? A frequency shortcut perspective

Shunxin Wang

Raymond Veldhuis

Christoph Brune

Nicola Strisciuglio

2023

Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models

arXiv preprint arXiv:2306.15512

Nicolò Botteghi

Federico Califano

Mannes Poel

Christoph Brune

2023/6/27

The U-Net Family for Epicardial Adipose Tissue Segmentation and Quantification in Low-Dose CT

Technologies

Lu Liu

Runlei Ma

Peter MA van Ooijen

Matthijs Oudkerk

Rozemarijn Vliegenthart

...

2023/8/5

SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks

arXiv preprint arXiv:2311.05400

Dieuwertje Alblas

Julian Suk

Christoph Brune

Kak Khee Yeung

Jelmer M Wolterink

2023/11/9

RSA-INR: Riemannian Shape Autoencoding via 4D Implicit Neural Representations

arXiv preprint arXiv:2305.12854

Sven Dummer

Nicola Strisciuglio

Christoph Brune

2023/5/22

Embeddings between Barron spaces with higher order activation functions

arXiv preprint arXiv:2305.15839

Tjeerd Jan Heeringa

Len Spek

Felix Schwenninger

Christoph Brune

2023/5/25

Fourier Descriptor Loss and Polar Coordinate Transformation for Pericardium Segmentation

Lu Liu

Christoph Brune

Raymond Veldhuis

2023/9/20

A Survey on the Robustness of Computer Vision Models against Common Corruptions

Shunxin Wang

Raymond Veldhuis

Christoph Brune

Nicola Strisciuglio

2023/5/10

Implicit neural representations for modeling of abdominal aortic aneurysm progression

Dieuwertje Alblas

Marieke Hofman

Christoph Brune

Kak Khee Yeung

Jelmer M Wolterink

2023/6/16

Embedding artificial intelligence in society: looking beyond the EU AI master plan using the culture cycle

Simone Borsci

Ville V Lehtola

Francesco Nex

Michael Ying Yang

Ellen-Wien Augustijn

...

2023/8

Discovering efficient periodic behaviors in mechanical systems via neural approximators

Optimal Control Applications and Methods

Yannik P Wotte

Sven Dummer

Nicolò Botteghi

Christoph Brune

Stefano Stramigioli

...

2023/11

Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space

Ioana Mazilu

Shunxin Wang

Sven Dummer

Raymond Veldhuis

Christoph Brune

...

2023/9/20

Uncertainty-based quality assurance of carotid artery wall segmentation in black-blood MRI

Elina Thibeau-Sutre

Dieuwertje Alblas

Sophie Buurman

Christoph Brune

Jelmer M Wolterink

2023/10/7

See List of Professors in Christoph Brune University(Universiteit Twente)

Co-Authors

H-index: 79
Andrea Bertozzi

Andrea Bertozzi

University of California, Los Angeles

H-index: 62
Martin Burger

Martin Burger

Friedrich-Alexander-Universität Erlangen-Nürnberg

H-index: 58
Michel J.A.M. van Putten

Michel J.A.M. van Putten

Universiteit Twente

H-index: 50
Wiendelt Steenbergen

Wiendelt Steenbergen

Universiteit Twente

H-index: 45
Carola-Bibiane Schönlieb

Carola-Bibiane Schönlieb

University of Cambridge

H-index: 40
Catherine Schevon

Catherine Schevon

Columbia University in the City of New York

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