Robin Sandkühler

31 papers A* 1Journal 15Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Conditional Graph Neural Network for Predicting Soft Tissue Deformation and Forces.
CoRR
Madina Kojanazarova, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
2024 J jnl
Augmented reality for sentinel lymph node biopsy.
Int. J. Comput. Assist. Radiol. Surg.
Peter A. von Niederhäusern, Carlo Seppi, Robin Sandkühler, Guillaume Nicolas, Stephan K. Haerle, Philippe C. Cattin
2023 — conf
Denoising Diffusion Models for Memory-efficient Processing of 3D Medical Images.
MIDL
Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin
2023 — conf
Diffusion Models for Contrast Harmonization of Magnetic Resonance Images.
MIDL
Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker, Matthias Weigel, Robin Sandkühler, Cristina Granziera, Özgür Yaldizli, Philippe C. Cattin
2023 J jnl
Diffusion Models for Contrast Harmonization of Magnetic Resonance Images.
CoRR
Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker, Matthias Weigel, Robin Sandkühler, Cristina Granziera, Özgür Yaldizli, Philippe C. Cattin
2023 J jnl
Diffusion Models for Memory-efficient Processing of 3D Medical Images.
CoRR
Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin
2023 J jnl
GAMER-MRIL identifies Disability-Related Brain Changes in Multiple Sclerosis.
CoRR
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
2023 J jnl
Position Regression for Unsupervised Anomaly Detection.
CoRR
Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
2022 — conf
Diffusion Models for Implicit Image Segmentation Ensembles.
MIDL
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin
2022 — conf
Diffusion Models for Medical Anomaly Detection.
MICCAI (8)
Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
2022 J jnl
Diffusion Models for Medical Anomaly Detection.
CoRR
Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
2022 — conf
Learn to Ignore: Domain Adaptation for Multi-site MRI Analysis.
MICCAI (8)
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Muhamed Barakovic, Nouchine Hadjikhani, Athina Papadopoulou, Özgür Yaldizli, Jens Kuhle, Cristina Granziera, Philippe C. Cattin
2022 — conf
Position Regression for Unsupervised Anomaly Detection.
MIDL
Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
2022 J jnl
The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models.
CoRR
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe C. Cattin
2021 J jnl
Comparison of Methods Generalizing Max- and Average-Pooling.
CoRR
Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
2021 J jnl
Diffusion Models for Implicit Image Segmentation Ensembles.
CoRR
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin
2021 J jnl
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis.
CoRR
Julia Wolleb, Robin Sandkühler, Muhamed Barakovic, Athina Papadopoulou, Nouchine Hadjikhani, Özgür Yaldizli, Jens Kuhle, Cristina Granziera, Philippe C. Cattin
2020 — conf
DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision.
MICCAI (4)
Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
2020 J jnl
DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision.
CoRR
Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
2019 J jnl
Accelerated Motion-Aware MR Imaging via Motion Prediction from K-Space Center.
CoRR
Christoph Jud, Damien Nguyen, Alina Giger, Robin Sandkühler, Miriam Krieger, Tony Lomax, Rares Salomir, Oliver Bieri, Philippe C. Cattin
2019 — conf
Gated Recurrent Neural Networks for Accelerated Ventilation MRI.
MLMI@MICCAI
Robin Sandkühler, Grzegorz Bauman, Sylvia Nyilas, Orso Pusterla, Corin Willers, Oliver Bieri, Philipp Latzin, Christoph Jud, Philippe C. Cattin
2019 A* conf
Recurrent Registration Neural Networks for Deformable Image Registration.
NeurIPS
Robin Sandkühler, Simon Andermatt, Grzegorz Bauman, Sylvia Nyilas, Christoph Jud, Philippe C. Cattin
2019 J jnl
Recurrent Registration Neural Networks for Deformable Image Registration.
CoRR
Robin Sandkühler, Simon Andermatt, Grzegorz Bauman, Sylvia Nyilas, Christoph Jud, Philippe C. Cattin
2019 — conf
Weakly Supervised Learning Strategy for Lung Defect Segmentation.
MLMI@MICCAI
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
2018 — conf
Adaptive Graph Diffusion Regularisation for Discontinuity Preserving Image Registration.
WBIR
Robin Sandkühler, Christoph Jud, Simon Pezold, Philippe C. Cattin
2018 J jnl
AirLab: Autograd Image Registration Laboratory.
CoRR
Robin Sandkühler, Christoph Jud, Simon Andermatt, Philippe C. Cattin
2018 — conf
An Inhomogeneous Multi-resolution Regularization Concept for Discontinuity Preserving Image Registration.
WBIR
Christoph Jud, Robin Sandkühler, Philippe C. Cattin
2018 — conf
Motion Aware MR Imaging via Spatial Core Correspondence.
MICCAI (1)
Christoph Jud, Damien Nguyen, Robin Sandkühler, Alina Giger, Oliver Bieri, Philippe C. Cattin
2018 — conf
Respiratory Motion Modelling Using cGANs.
MICCAI (4)
Alina Giger, Robin Sandkühler, Christoph Jud, Grzegorz Bauman, Oliver Bieri, Rares Salomir, Philippe C. Cattin
2017 — conf
A Localized Statistical Motion Model as a Reproducing Kernel for Non-rigid Image Registration.
MICCAI (2)
Christoph Jud, Alina Giger, Robin Sandkühler, Philippe C. Cattin
2017 — conf
Directional Averages for Motion Segmentation in Discontinuity Preserving Image Registration.
MICCAI (1)
Christoph Jud, Robin Sandkühler, Nadia Möri, Philippe C. Cattin