| 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 | 203 | 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 | 186 | 2022 |
| Generative ai for medical imaging: extending the monai framework WHL Pinaya, MS Graham, E Kerfoot, PD Tudosiu, J Dafflon, V Fernandez, ... arXiv preprint arXiv:2307.15208, 2023 | 32 | 2023 |
| 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 | 27 | 2020 |
| 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 | 26 | 2022 |
| 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 | 21* | 2023 |
| 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 | 12 | 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 | 12 | 2022 |
| 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 | 5 | 2023 |
| WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis P Friedrich, J Wolleb, F Bieder, A Durrer, PC Cattin arXiv preprint arXiv:2402.19043, 2024 | 2 | 2024 |
| Improved distinct bone segmentation in upper-body CT through multi-resolution networks E Schnider, J Wolleb, A Huck, M Toranelli, G Rauter, M Müller-Gerbl, ... International Journal of Computer Assisted Radiology and Surgery 18 (11 …, 2023 | 2 | 2023 |
| 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 | 2 | 2022 |
| Development and validation of a predictive model of the hospital cost associated with bariatric surgery V Ochs, A Tobler, B Enodien, B Saad, S Taha-Mehlitz, J Wolleb, J El Awar, ... Obesity Research & Clinical Practice 17 (6), 529-535, 2023 | 1 | 2023 |
| 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, 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 |
| Machine learning-based preoperative analytics for the prediction of anastomotic leakage in colorectal surgery: a swiss pilot study S Taha-Mehlitz, L Wentzler, F Angehrn, A Hendie, V Ochs, J Wolleb, ... Surgical Endoscopy, 1-12, 2024 | | 2024 |
| Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting A Durrer, J Wolleb, F Bieder, P Friedrich, L Melie-Garcia, ... arXiv preprint arXiv:2403.14499, 2024 | | 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 arXiv preprint arXiv:2403.11667, 2024 | | 2024 |
| Denoising Diffusion Models for Inpainting of Healthy Brain Tissue A Durrer, PC Cattin, J Wolleb arXiv preprint arXiv:2402.17307, 2024 | | 2024 |
| 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 medRxiv, 2024.07. 15.24310387, 2024 | | 2024 |
