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Philippe C. Cattin

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WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis

Feb 29, 2024
Paul Friedrich, Julia Wolleb, Florentin Bieder, Alicia Durrer, Philippe C. Cattin

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Denoising Diffusion Models for Inpainting of Healthy Brain Tissue

Feb 27, 2024
Alicia Durrer, Philippe C. Cattin, Julia Wolleb

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Diffusion Models for Memory-efficient Processing of 3D Medical Images

Mar 27, 2023
Florentin Bieder, Julia Wolleb, Alicia Durrer, Robin Sandkühler, Philippe C. Cattin

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Diffusion Models for Contrast Harmonization of Magnetic Resonance Images

Mar 14, 2023
Alicia Durrer, Julia Wolleb, Florentin Bieder, Tim Sinnecker, Matthias Weigel, Robin Sandkühler, Cristina Granziera, Özgür Yaldizli, Philippe C. Cattin

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Point Cloud Diffusion Models for Automatic Implant Generation

Mar 14, 2023
Paul Friedrich, Julia Wolleb, Florentin Bieder, Florian M. Thieringer, Philippe C. Cattin

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Improved distinct bone segmentation in upper-body CT through multi-resolution networks

Jan 31, 2023
Eva Schnider, Julia Wolleb, Antal Huck, Mireille Toranelli, Georg Rauter, Magdalena Müller-Gerbl, Philippe C. Cattin

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Position Regression for Unsupervised Anomaly Detection

Jan 19, 2023
Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin

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Using Supervised Deep-Learning to Model Edge-FBG Shape Sensors

Oct 28, 2022
Samaneh Manavi Roodsari, Antal Huck-Horvath, Sara Freund, Azhar Zam, Georg Rauter, Wolfgang Schade, Philippe C. Cattin

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The secret role of undesired physical effects in accurate shape sensing with eccentric FBGs

Oct 28, 2022
Samaneh Manavi Roodsari, Sara Freund, Martin Angelmahr, Georg Rauter, Azhar Zam, Wolfgang Schade, Philippe C. Cattin

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The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models

Apr 06, 2022
Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe C. Cattin

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