| Diffusion models for implicit image segmentation ensembles J Wolleb, R Sandkühler, F Bieder, P Valmaggia, PC Cattin International Conference on Medical Imaging with Deep Learning, 1336-1348, 2022 | 165 | 2022 |
| Diffusion models for medical anomaly detection J Wolleb, F Bieder, R Sandkühler, PC Cattin International Conference on Medical image computing and computer-assisted …, 2022 | 151 | 2022 |
| AirLab: autograd image registration laboratory R Sandkühler, C Jud, S Andermatt, PC Cattin arXiv preprint arXiv:1806.09907, 2018 | 68 | 2018 |
| Descargan: Disease-specific anomaly detection with weak supervision J Wolleb, R Sandkühler, PC Cattin Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 25 | 2020 |
| Comparison of methods generalizing max-and average-pooling F Bieder, R Sandkühler, PC Cattin arXiv preprint arXiv:2103.01746, 2021 | 23 | 2021 |
| The swiss army knife for image-to-image translation: Multi-task diffusion models J Wolleb, R Sandkühler, F Bieder, PC Cattin arXiv preprint arXiv:2204.02641, 2022 | 21 | 2022 |
| Recurrent Registration Neural Networks for Deformable Image Registration R Sandkühler, S Andermatt, G Bauman, S Nyilas, C Jud, PC Cattin Advances in Neural Information Processing Systems 32, 2019 | 20 | 2019 |
| The impact of segmentation on whole‐lung functional MRI quantification: repeatability and reproducibility from multiple human observers and an artificial neural network C Willers, G Bauman, S Andermatt, F Santini, R Sandkühler, KA Ramsey, ... Magnetic resonance in medicine 85 (2), 1079-1092, 2021 | 19 | 2021 |
| Adaptive graph diffusion regularisation for discontinuity preserving image registration R Sandkühler, C Jud, S Pezold, PC Cattin Biomedical Image Registration: 8th International Workshop, WBIR 2018, Leiden …, 2018 | 19 | 2018 |
| Respiratory motion modelling using cGANs A Giger, R Sandkühler, C Jud, G Bauman, O Bieri, R Salomir, PC Cattin Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 16 | 2018 |
| A localized statistical motion model as a reproducing kernel for non-rigid image registration C Jud, A Giger, R Sandkühler, PC Cattin Medical Image Computing and Computer-Assisted Intervention− MICCAI 2017 …, 2017 | 13 | 2017 |
| Learn to ignore: domain adaptation for multi-site MRI analysis J Wolleb, R Sandkühler, F Bieder, M Barakovic, N Hadjikhani, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 12 | 2022 |
| Motion aware MR imaging via spatial core correspondence C Jud, D Nguyen, R Sandkühler, A Giger, O Bieri, PC Cattin Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 12 | 2018 |
| Directional averages for motion segmentation in discontinuity preserving image registration C Jud, R Sandkühler, N Möri, PC Cattin Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 10 | 2017 |
| Memory-efficient 3d denoising diffusion models for medical image processing F Bieder, J Wolleb, A Durrer, R Sandkuehler, PC Cattin Medical Imaging with Deep Learning, 2023 | 8 | 2023 |
| Defect distribution index: A novel metric for functional lung MRI in cystic fibrosis A Valk, C Willers, K Shahim, O Pusterla, G Bauman, R Sandkühler, O Bieri, ... Magnetic resonance in medicine 86 (6), 3224-3235, 2021 | 7 | 2021 |
| GAMER MRI: Gated-attention mechanism ranking of multi-contrast MRI in brain pathology PJ Lu, Y Yoo, R Rahmanzadeh, R Galbusera, M Weigel, P Ceccaldi, ... NeuroImage: Clinical 29, 102522, 2021 | 7 | 2021 |
| GAMER-MRI in multiple sclerosis identifies the diffusion-based microstructural measures that are most sensitive to focal damage: A Deep-Learning-Based Analysis and Clinico … PJ Lu, M Barakovic, M Weigel, R Rahmanzadeh, R Galbusera, S Schiavi, ... Frontiers in Neuroscience 15, 647535, 2021 | 6 | 2021 |
| Diffusion models for memory-efficient processing of 3d medical images F Bieder, J Wolleb, A Durrer, R Sandkühler, PC Cattin arXiv preprint arXiv:2303.15288, 2023 | 5 | 2023 |
| Diffusion models for contrast harmonization of magnetic resonance images A Durrer, J Wolleb, F Bieder, T Sinnecker, M Weigel, R Sandkühler, ... arXiv preprint arXiv:2303.08189, 2023 | 4 | 2023 |
Philippe CattinProfessor of Medical Image Analysis, University of BaselVerified email at unibas.ch
