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Selected Publications
, Wolleb, Julia, Bieder, Florentin, Durrer, Alicia, & Cattin, Philippe C. (2025). WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 15224 LNCS, 11–21. https://doi.org/10.1007/978-3-031-72744-3_2
, Wolleb, Julia, Bieder, Florentin, Durrer, Alicia, & Cattin, Philippe C. (2025). WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 15224 LNCS, 11–21. https://doi.org/10.1007/978-3-031-72744-3_2
, Yannik Frisch, & Philippe C. Cattin. (2024). Deep Generative Models for 3D Medical Image Synthesis. https://doi.org/10.48550/ARXIV.2410.17664
, Yannik Frisch, & Philippe C. Cattin. (2024). Deep Generative Models for 3D Medical Image Synthesis. https://doi.org/10.48550/ARXIV.2410.17664
Friedrich, P., Wolleb, J., Bieder, F., Thieringer, F. M., & Cattin, P. C. (2023). Point Cloud Diffusion Models for Automatic Implant Generation. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14228 LNCS, 112–122. https://doi.org/10.1007/978-3-031-43996-4_11
Friedrich, P., Wolleb, J., Bieder, F., Thieringer, F. M., & Cattin, P. C. (2023). Point Cloud Diffusion Models for Automatic Implant Generation. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14228 LNCS, 112–122. https://doi.org/10.1007/978-3-031-43996-4_11