Robin Sandkühler

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 30

Top Topics

Image Registration

Anomaly Detection

Diffusion Models

Magnetic Resonance Images

Top Venues

Publications

Peter A. von Niederhäusern, Carlo Seppi, Robin Sandkühler, Guillaume Nicolas, Stephan K. Haerle, Philippe C. Cattin
Augmented reality for sentinel lymph node biopsy. Int. J. Comput. Assist. Radiol. Surg. 19 (1) (2024)
Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
Position Regression for Unsupervised Anomaly Detection. CoRR (2023)
Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker, Matthias Weigel, Robin Sandkühler, Cristina Granziera, Özgür Yaldizli, Philippe C. Cattin
Diffusion Models for Contrast Harmonization of Magnetic Resonance Images. CoRR (2023)
Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker, Matthias Weigel, Robin Sandkühler, Cristina Granziera, Özgür Yaldizli, Philippe C. Cattin
Diffusion Models for Contrast Harmonization of Magnetic Resonance Images. MIDL (2023)
Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin
Denoising Diffusion Models for Memory-efficient Processing of 3D Medical Images. MIDL (2023)
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
GAMER-MRIL identifies Disability-Related Brain Changes in Multiple Sclerosis. CoRR (2023)
Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin
Diffusion Models for Memory-efficient Processing of 3D Medical Images. CoRR (2023)
Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
Position Regression for Unsupervised Anomaly Detection. MIDL (2022)
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin
Diffusion Models for Implicit Image Segmentation Ensembles. MIDL (2022)
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe C. Cattin
The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models. CoRR (2022)
Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
Diffusion Models for Medical Anomaly Detection. MICCAI (8) (2022)
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Muhamed Barakovic, Nouchine Hadjikhani, Athina Papadopoulou, Özgür Yaldizli, Jens Kuhle, Cristina Granziera, Philippe C. Cattin
Learn to Ignore: Domain Adaptation for Multi-site MRI Analysis. MICCAI (8) (2022)
Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
Diffusion Models for Medical Anomaly Detection. CoRR (2022)
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin
Diffusion Models for Implicit Image Segmentation Ensembles. CoRR (2021)
Julia Wolleb, Robin Sandkühler, Muhamed Barakovic, Athina Papadopoulou, Nouchine Hadjikhani, Özgür Yaldizli, Jens Kuhle, Cristina Granziera, Philippe C. Cattin
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis. CoRR (2021)
Florentin Bieder, Robin Sandkühler, Philippe C. Cattin
Comparison of Methods Generalizing Max- and Average-Pooling. CoRR (2021)
Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision. CoRR (2020)
Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision. MICCAI (4) (2020)
Robin Sandkühler, Simon Andermatt, Grzegorz Bauman, Sylvia Nyilas, Christoph Jud, Philippe C. Cattin
Recurrent Registration Neural Networks for Deformable Image Registration. NeurIPS (2019)
Robin Sandkühler, Grzegorz Bauman, Sylvia Nyilas, Orso Pusterla, Corin Willers, Oliver Bieri, Philipp Latzin, Christoph Jud, Philippe C. Cattin
Gated Recurrent Neural Networks for Accelerated Ventilation MRI. MLMI@MICCAI (2019)
Robin Sandkühler, Simon Andermatt, Grzegorz Bauman, Sylvia Nyilas, Christoph Jud, Philippe C. Cattin
Recurrent Registration Neural Networks for Deformable Image Registration. CoRR (2019)
Christoph Jud, Damien Nguyen, Alina Giger, Robin Sandkühler, Miriam Krieger, Tony Lomax, Rares Salomir, Oliver Bieri, Philippe C. Cattin
Accelerated Motion-Aware MR Imaging via Motion Prediction from K-Space Center. CoRR (2019)
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
Weakly Supervised Learning Strategy for Lung Defect Segmentation. MLMI@MICCAI (2019)
Robin Sandkühler, Christoph Jud, Simon Andermatt, Philippe C. Cattin
AirLab: Autograd Image Registration Laboratory. CoRR (2018)
Christoph Jud, Robin Sandkühler, Philippe C. Cattin
An Inhomogeneous Multi-resolution Regularization Concept for Discontinuity Preserving Image Registration. WBIR (2018)
Alina Giger, Robin Sandkühler, Christoph Jud, Grzegorz Bauman, Oliver Bieri, Rares Salomir, Philippe C. Cattin
Respiratory Motion Modelling Using cGANs. MICCAI (4) (2018)
Robin Sandkühler, Christoph Jud, Simon Pezold, Philippe C. Cattin
Adaptive Graph Diffusion Regularisation for Discontinuity Preserving Image Registration. WBIR (2018)
Christoph Jud, Damien Nguyen, Robin Sandkühler, Alina Giger, Oliver Bieri, Philippe C. Cattin
Motion Aware MR Imaging via Spatial Core Correspondence. MICCAI (1) (2018)
Christoph Jud, Robin Sandkühler, Nadia Möri, Philippe C. Cattin
Directional Averages for Motion Segmentation in Discontinuity Preserving Image Registration. MICCAI (1) (2017)
Christoph Jud, Alina Giger, Robin Sandkühler, Philippe C. Cattin
A Localized Statistical Motion Model as a Reproducing Kernel for Non-rigid Image Registration. MICCAI (2) (2017)