| Gaussian process morphable models M Lüthi, T Gerig, C Jud, T Vetter IEEE transactions on pattern analysis and machine intelligence 40 (8), 1860-1873, 2017 | 121 | 2017 |
| A unified approach to shape model fitting and non-rigid registration M Lüthi, C Jud, T Vetter International workshop on machine learning in medical imaging, 66-73, 2013 | 30 | 2013 |
| Using landmarks as a deformation prior for hybrid image registration M Lüthi, C Jud, T Vetter Joint Pattern Recognition Symposium, 196-205, 2011 | 27 | 2011 |
| AirLab: autograd image registration laboratory R Sandkühler, C Jud, S Andermatt, PC Cattin arXiv preprint arXiv:1806.09907, 2018 | 21 | 2018 |
| Sparse kernel machines for discontinuous registration and nonstationary regularization C Jud, N Mori, PC Cattin Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 14 | 2016 |
| Bilateral regularization in reproducing kernel hilbert spaces for discontinuity preserving image registration C Jud, N Möri, B Bitterli, PC Cattin International Workshop on Machine Learning in Medical Imaging, 10-17, 2016 | 9 | 2016 |
| Leveraging respiratory organ motion for non-invasive tumor treatment devices: a feasibility study N Möri, C Jud, R Salomir, PC Cattin Physics in Medicine & Biology 61 (11), 4247, 2016 | 9 | 2016 |
| Ultrasound-driven 4D MRI A Giger, M Stadelmann, F Preiswerk, C Jud, V De Luca, Z Celicanin, ... Physics in Medicine & Biology 63 (14), 145015, 2018 | 8 | 2018 |
| A localized statistical motion model as a reproducing kernel for non-rigid image registration C Jud, A Giger, R Sandkühler, PC Cattin International Conference on Medical Image Computing and Computer-Assisted …, 2017 | 8 | 2017 |
| Motion Aware MR Imaging via Spatial Core Correspondence C Jud, D Nguyen, R Sandkühler, A Giger, O Bieri, PC Cattin International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 7 | 2018 |
| Adaptive graph diffusion regularisation for discontinuity preserving image registration R Sandkühler, C Jud, S Pezold, PC Cattin International Workshop on Biomedical Image Registration, 24-34, 2018 | 7 | 2018 |
| Directional averages for motion segmentation in discontinuity preserving image registration C Jud, R Sandkühler, N Möri, PC Cattin International Conference on Medical Image Computing and Computer-Assisted …, 2017 | 7 | 2017 |
| Respiratory Motion Compensation with Topology Independent Surrogates C Jud, F Preiswerk, PC Cattin ICART: Imaging and Computer Assistance in Radiation Therapy: A workshop held …, 2015 | 7 | 2015 |
| Respiratory motion modelling using cGANs A Giger, R Sandkühler, C Jud, G Bauman, O Bieri, R Salomir, PC Cattin International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 4 | 2018 |
| Inter-fractional Respiratory Motion Modelling from Abdominal Ultrasound: A Feasibility Study A Giger, C Jud, D Nguyen, M Krieger, Y Zhang, AJ Lomax, O Bieri, ... International Workshop on PRedictive Intelligence In MEdicine, 11-22, 2019 | 3 | 2019 |
| Recurrent Registration Neural Networks for Deformable Image Registration R Sandkühler, S Andermatt, G Bauman, S Nyilas, C Jud, PC Cattin arXiv preprint arXiv:1906.09988, 2019 | 3 | 2019 |
| Detecting early choroidal changes using piecewise rigid image registration and eye-shape adherent regularization T Ronchetti, P Maloca, C Jud, C Meier, S Orgül, HPN Scholl, B Považay, ... Fetal, Infant and Ophthalmic Medical Image Analysis, 92-100, 2017 | 3 | 2017 |
| Object segmentation by fitting statistical shape models: a Kernel-based approach with application to wisdom tooth segmentation from CBCT images C Jud University of Basel, 2014 | 3 | 2014 |
| Liver-ultrasound based motion modelling to estimate 4D dose distributions for lung tumours in scanned proton therapy AT Giger, M Krieger, C Jud, A Duetschler, R Salomir, O Bieri, G Bauman, ... Physics in Medicine & Biology, 2020 | 2 | 2020 |
| Statistical framework for validation without ground truth of choroidal thickness changes detection T Ronchetti, C Jud, PM Maloca, S Orgül, AT Giger, C Meier, HPN Scholl, ... PloS one 14 (6), 2019 | 2 | 2019 |
Philippe CattinProfessor of Medical Image Analysis, University of BaselVerified email at unibas.ch
