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

Deep Generative Models for 3D Medical Image Synthesis. - Paul Friedrich 002; Yannik Frisch; Philippe C. Cattin (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)

MedFuncta: Modality-Agnostic Representations Based on Efficient Neural Fields. - Paul Friedrich 002; Florentin Bieder; Philippe C. Cattin (CoRR, 2025)

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)

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