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

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)

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

Generating 3D pseudo-healthy knee MR images to support trochleoplasty planning. - Michael Wehrli; Alicia Durrer; Paul Friedrich 002; Volodimir Buchakchiyskiy; Marcus Mumme; Edwin Li; Gyozo Lehoczky; Carol-Claudius Hasler; Philippe C. Cattin (Int. J. Comput. Assist. Radiol. Surg., 2025)

fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting. - Alicia Durrer; Florentin Bieder; Paul Friedrich 002; Bjoern H. Menze; Philippe C. Cattin; Florian Kofler (CoRR, 2025)

Towards MR-Based Trochleoplasty Planning. - Michael Wehrli; Alicia Durrer; Paul Friedrich 002; Sidaty El Hadramy; Edwin Li; Luana Brahaj; Carol-Claudius Hasler; Philippe C. Cattin (CoRR, 2025)