Robin Sandkühler

According to our database, Robin Sandkühler authored at least 24 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Augmented reality for sentinel lymph node biopsy.

Peter A. von Niederhäusern, Carlo Seppi, Robin Sandkühler, Guillaume Nicolas, Stephan K. Haerle, Philippe C. Cattin

Int. J. Comput. Assist. Radiol. Surg., January, 2024

2023

GAMER-MRIL identifies Disability-Related Brain Changes in Multiple Sclerosis.

Po-Jui Lu, Benjamin Odry, Muhamed Barakovic, Matthias Weigel, Robin Sandkühler, Reza Rahmanzadeh, Xinjie Chen, Mario Ocampo-Pineda, Jens Kuhle, Ludwig Kappos, Philippe C. Cattin, Cristina Granziera

CoRR, 2023

Diffusion Models for Memory-efficient Processing of 3D Medical Images.

Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin

CoRR, 2023

Diffusion Models for Contrast Harmonization of Magnetic Resonance Images.

Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker, Matthias Weigel, Robin Sandkühler, Cristina Granziera, Özgür Yaldizli, Philippe C. Cattin

Proceedings of the Medical Imaging with Deep Learning, 2023

Denoising Diffusion Models for Memory-efficient Processing of 3D Medical Images.

Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin

Proceedings of the Medical Imaging with Deep Learning, 2023

2022

The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models.

Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe C. Cattin

CoRR, 2022

Diffusion Models for Implicit Image Segmentation Ensembles.

Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Position Regression for Unsupervised Anomaly Detection.

Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Learn to Ignore: Domain Adaptation for Multi-site MRI Analysis.

Julia Wolleb, Robin Sandkühler, Florentin Bieder, Muhamed Barakovic, Nouchine Hadjikhani, Athina Papadopoulou, Özgür Yaldizli, Jens Kuhle, Cristina Granziera, Philippe C. Cattin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Diffusion Models for Medical Anomaly Detection.

Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis.

Julia Wolleb, Robin Sandkühler, Muhamed Barakovic, Athina Papadopoulou, Nouchine Hadjikhani, Özgür Yaldizli, Jens Kuhle, Cristina Granziera, Philippe C. Cattin

CoRR, 2021

Comparison of Methods Generalizing Max- and Average-Pooling.

Florentin Bieder, Robin Sandkühler, Philippe C. Cattin

CoRR, 2021

2020

DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision.

Julia Wolleb, Robin Sandkühler, Philippe C. Cattin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Accelerated Motion-Aware MR Imaging via Motion Prediction from K-Space Center.

Christoph Jud, Damien Nguyen, Alina Giger, Robin Sandkühler, Miriam Krieger, Tony Lomax, Rares Salomir, Oliver Bieri, Philippe C. Cattin

CoRR, 2019

Recurrent Registration Neural Networks for Deformable Image Registration.

Robin Sandkühler, Simon Andermatt, Grzegorz Bauman, Sylvia Nyilas, Christoph Jud, Philippe C. Cattin

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Weakly Supervised Learning Strategy for Lung Defect Segmentation.

Robin Sandkühler, Christoph Jud, Grzegorz Bauman, Corin Willers, Orso Pusterla, Sylvia Nyilas, Alan Peters, Lukas Ebner, Enno Stranziger, Oliver Bieri, Philipp Latzin, Philippe C. Cattin

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Gated Recurrent Neural Networks for Accelerated Ventilation MRI.

Robin Sandkühler, Grzegorz Bauman, Sylvia Nyilas, Orso Pusterla, Corin Willers, Oliver Bieri, Philipp Latzin, Christoph Jud, Philippe C. Cattin

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

2018

AirLab: Autograd Image Registration Laboratory.

Robin Sandkühler, Christoph Jud, Simon Andermatt, Philippe C. Cattin

CoRR, 2018

Adaptive Graph Diffusion Regularisation for Discontinuity Preserving Image Registration.

Robin Sandkühler, Christoph Jud, Simon Pezold, Philippe C. Cattin

Proceedings of the Biomedical Image Registration - 8th International Workshop, 2018

An Inhomogeneous Multi-resolution Regularization Concept for Discontinuity Preserving Image Registration.

Christoph Jud, Robin Sandkühler, Philippe C. Cattin

Proceedings of the Biomedical Image Registration - 8th International Workshop, 2018

Motion Aware MR Imaging via Spatial Core Correspondence.

Christoph Jud, Damien Nguyen, Robin Sandkühler, Alina Giger, Oliver Bieri, Philippe C. Cattin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Respiratory Motion Modelling Using cGANs.

Alina Giger, Robin Sandkühler, Christoph Jud, Grzegorz Bauman, Oliver Bieri, Rares Salomir, Philippe C. Cattin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Directional Averages for Motion Segmentation in Discontinuity Preserving Image Registration.

Christoph Jud, Robin Sandkühler, Nadia Möri, Philippe C. Cattin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

A Localized Statistical Motion Model as a Reproducing Kernel for Non-rigid Image Registration.

Christoph Jud, Alina Giger, Robin Sandkühler, Philippe C. Cattin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017