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

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 Inpainting of Healthy Brain Tissue. - Alicia Durrer; Philippe C. Cattin; Julia Wolleb (BraTS/CrossMoDA@MICCAI, 2023)

Point Cloud Diffusion Models for Automatic Implant Generation. - Paul Friedrich 002; Julia Wolleb; Florentin Bieder; Florian M. Thieringer; Philippe C. Cattin (MICCAI (9), 2023)

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)

Generative AI for Medical Imaging: extending the MONAI Framework. - Walter H. L. Pinaya; Mark S. Graham; Eric Kerfoot; Petru-Daniel Tudosiu; Jessica Dafflon; Virginia Fernandez; Pedro Sanchez; Julia Wolleb; Pedro F. Da Costa; Ashay Patel; Hyungjin Chung; Can Zhao 001; et al. (CoRR, 2023)

Improved distinct bone segmentation in upper-body CT through multi-resolution networks. - Eva Schnider; Julia Wolleb; Antal Huck; Mireille Toranelli; Georg Rauter; Magdalena Müller-Gerbl; Philippe C. Cattin (Int. J. Comput. Assist. Radiol. Surg., 2023)

Modeling the Neonatal Brain Development Using Implicit Neural Representations. - Florentin Bieder; Paul Friedrich 002; Hélène Corbaz; Alicia Durrer; Julia Wolleb; Philippe C. Cattin (PRIME@MICCAI, 2024)

Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting. - Alicia Durrer; Julia Wolleb; Florentin Bieder; Paul Friedrich 002; Lester Melie-García; Mario Ocampo-Pineda; Cosmin I. Bercea; Ibrahim Ethem Hamamci; Benedikt Wiestler; Marie Piraud; Özgür Yaldizli; Cristina Granziera; et al. (DGM4MICCAI@MICCAI, 2024)

WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis. - Paul Friedrich 002; Julia Wolleb; Florentin Bieder; Alicia Durrer; Philippe C. Cattin (DGM4MICCAI@MICCAI, 2024)

Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection. - Julia Wolleb; Florentin Bieder; Paul Friedrich 002; Peter Zhang; Alicia Durrer; Philippe C. Cattin (MICCAI (11), 2024)

Denoising Diffusion Models for Anomaly Localization in Medical Images. - Cosmin I. Bercea; Philippe C. Cattin; Julia A. Schnabel; Julia Wolleb (CoRR, 2024)

cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis. - Paul Friedrich 002; Alicia Durrer; Julia Wolleb; Philippe C. Cattin (CoRR, 2024)

VidFuncta: Towards Generalizable Neural Representations for Ultrasound Videos. - Julia Wolleb; Florentin Bieder; Paul Friedrich 002; Hemant D. Tagare; Xenophon Papademetris (CoRR, 2025)