A Localized Statistical Motion Model as a Reproducing Kernel for Non-rigid Image Registration. - Christoph Jud; Alina Giger; Robin Sandkühler; Philippe C. Cattin (MICCAI (2), 2017)

Directional Averages for Motion Segmentation in Discontinuity Preserving Image Registration. - Christoph Jud; Robin Sandkühler; Nadia Möri; Philippe C. Cattin (MICCAI (1), 2017)

Respiratory Motion Modelling Using cGANs. - Alina Giger; Robin Sandkühler; Christoph Jud; Grzegorz Bauman; Oliver Bieri; Rares Salomir; Philippe C. Cattin (MICCAI (4), 2018)

Motion Aware MR Imaging via Spatial Core Correspondence. - Christoph Jud; Damien Nguyen; Robin Sandkühler; Alina Giger; Oliver Bieri; Philippe C. Cattin (MICCAI (1), 2018)

An Inhomogeneous Multi-resolution Regularization Concept for Discontinuity Preserving Image Registration. - Christoph Jud; Robin Sandkühler; Philippe C. Cattin (WBIR, 2018)

Adaptive Graph Diffusion Regularisation for Discontinuity Preserving Image Registration. - Robin Sandkühler; Christoph Jud; Simon Pezold; Philippe C. Cattin (WBIR, 2018)

AirLab: Autograd Image Registration Laboratory. - Robin Sandkühler; Christoph Jud; Simon Andermatt; Philippe C. Cattin (CoRR, 2018)

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 (MLMI@MICCAI, 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 (MLMI@MICCAI, 2019)

Recurrent Registration Neural Networks for Deformable Image Registration. - Robin Sandkühler; Simon Andermatt; Grzegorz Bauman; Sylvia Nyilas; Christoph Jud; Philippe C. Cattin (NeurIPS, 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)

DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision. - Julia Wolleb; Robin Sandkühler; Philippe C. Cattin (MICCAI (4), 2020)

Comparison of Methods Generalizing Max- and Average-Pooling. - Florentin Bieder; Robin Sandkühler; Philippe C. Cattin (CoRR, 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)

Diffusion Models for Medical Anomaly Detection. - Julia Wolleb; Florentin Bieder; Robin Sandkühler; Philippe C. Cattin (MICCAI (8), 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 (MICCAI (8), 2022)

Position Regression for Unsupervised Anomaly Detection. - Florentin Bieder; Julia Wolleb; Robin Sandkühler; Philippe C. Cattin (MIDL, 2022)

Diffusion Models for Implicit Image Segmentation Ensembles. - Julia Wolleb; Robin Sandkühler; Florentin Bieder; Philippe Valmaggia; Philippe C. Cattin (MIDL, 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)

Denoising Diffusion Models for Memory-efficient Processing of 3D Medical Images. - Florentin Bieder; Julia Wolleb; Alicia Durrer; Robin Sandkühler; Philippe C. Cattin (MIDL, 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 (MIDL, 2023)

Diffusion Models for Memory-efficient Processing of 3D Medical Images. - Florentin Bieder; Julia Wolleb; Alicia Durrer; Robin Sandkühler; Philippe C. Cattin (CoRR, 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)

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., 2024)

Conditional Graph Neural Network for Predicting Soft Tissue Deformation and Forces. - Madina Kojanazarova; Florentin Bieder; Robin Sandkühler; Philippe C. Cattin (CoRR, 2025)