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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 Sandk├╝hler, Cristina Granziera, ├ľzg├╝r 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 M├╝ller-Gerbl, Philippe C. Cattin

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* Under submission 

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Position Regression for Unsupervised Anomaly Detection


Jan 19, 2023
Florentin Bieder, Julia Wolleb, Robin Sandk├╝hler, Philippe C. Cattin

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* Proceedings of The 5th International Conference on Medical Imaging with Deep Learning, PMLR 172:160-172, 2022 

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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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* 26 pages, 11 figures, preprint 

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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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* 18 pages, 5 figures, preprint 

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


Apr 06, 2022
Julia Wolleb, Robin Sandk├╝hler, Florentin Bieder, Philippe C. Cattin

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Diffusion Models for Medical Anomaly Detection


Mar 08, 2022
Julia Wolleb, Florentin Bieder, Robin Sandk├╝hler, Philippe C. Cattin

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Diffusion Models for Implicit Image Segmentation Ensembles


Dec 27, 2021
Julia Wolleb, Robin Sandk├╝hler, Florentin Bieder, Philippe Valmaggia, Philippe C. Cattin

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* In this version, we updated the results section with more detailed evaluations 

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