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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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* Under submission 

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

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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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Diffusion Models for Medical Anomaly Detection


Mar 08, 2022
Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin

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Diffusion Models for Implicit Image Segmentation Ensembles


Dec 27, 2021
Julia Wolleb, Robin Sandkühler, 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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Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis


Oct 13, 2021
Julia Wolleb, Robin Sandkühler, Muhamed Barakovic, Athina Papadopoulou, Nouchine Hadjikhani, Özgür Yaldizli, Jens Kuhle, Cristina Granziera, Philippe C. Cattin

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DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision


Jul 28, 2020
Julia Wolleb, Robin Sandkühler, Philippe C. Cattin

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