| Diffusion models for medical anomaly detection J Wolleb, F Bieder, R Sandkühler, PC Cattin International Conference on Medical image computing and computer-assisted …, 2022 | 315 | 2022 |
| 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 | 303 | 2022 |
| Comparison of methods generalizing max-and average-pooling F Bieder, R Sandkühler, PC Cattin arXiv preprint arXiv:2103.01746, 2021 | 44 | 2021 |
| 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 | 41* | 2023 |
| 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 | 38 | 2022 |
| Point cloud diffusion models for automatic implant generation P Friedrich, J Wolleb, F Bieder, FM Thieringer, PC Cattin International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 22 | 2023 |
| Wdm: 3d wavelet diffusion models for high-resolution medical image synthesis P Friedrich, J Wolleb, F Bieder, A Durrer, PC Cattin MICCAI Workshop on Deep Generative Models, 11-21, 2024 | 20 | 2024 |
| 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 | 14 | 2023 |
| 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 | 14 | 2022 |
| Denoising diffusion models for 3D healthy brain tissue inpainting A Durrer, J Wolleb, F Bieder, P Friedrich, L Melie-Garcia, ... MICCAI Workshop on Deep Generative Models, 87-97, 2024 | 10 | 2024 |
| Binary noise for binary tasks: Masked bernoulli diffusion for unsupervised anomaly detection J Wolleb, F Bieder, P Friedrich, P Zhang, A Durrer, PC Cattin International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 6 | 2024 |
| Position regression for unsupervised anomaly detection F Bieder, J Wolleb, R Sandkühler, PC Cattin International Conference on Medical Imaging with Deep Learning, 160-172, 2022 | 3 | 2022 |
| Modeling the Neonatal Brain Development Using Implicit Neural Representations F Bieder, P Friedrich, H Corbaz, A Durrer, J Wolleb, P C. Cattin International Workshop on PRedictive Intelligence In MEdicine, 1-11, 2024 | 1 | 2024 |
| Development and evaluation of a deep learning model to reduce exomass-related metal artefacts in cone-beam CT: an ex vivo study using porcine mandibles ML Oliveira, S Schaub, D Dagassan-Berndt, F Bieder, PC Cattin, ... Dentomaxillofacial Radiology 54 (2), 109-117, 2025 | | 2025 |
| Heart-retina time analysis using electrocardiogram-coupled time-resolved dynamic optical coherence tomography P Valmaggia, J Wolleb, F Bieder, HPN Scholl, PC Cattin, PM Maloca Scientific Reports 15 (1), 385, 2025 | | 2025 |
| Development of predictive model for predicting postoperative BMI and optimize bariatric surgery: a single center pilot study V Ochs, A Tobler, J Wolleb, F Bieder, B Saad, B Enodien, LE Fischer, ... Surgery for Obesity and Related Diseases 20 (12), 1234-1243, 2024 | | 2024 |
| Heart and eye synchronisation: ECG-coupled time-resolved dynamic optical coherence tomography P Valmaggia, J Wolleb, F Bieder, HPN Scholl, PC Cattin, PM Maloca Investigative Ophthalmology & Visual Science 65 (7), 5906-5906, 2024 | | 2024 |
| Memory-efficient deep learning methods for brain image analysis F Bieder University_of_Basel, 2024 | | 2024 |
Philippe CattinProfessor of Medical Image Analysis, University of BaselBestätigte E-Mail-Adresse bei unibas.ch
