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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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Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis


Nov 11, 2022
Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Henning Muller, Mark Gales, Cristina Granziera, Mara Graziani, Meritxell Bach Cuadra

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* 4 pages, 2 figures, 3 tables, ISBI preprint 

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Shifts 2.0: Extending The Dataset of Real Distributional Shifts


Jun 30, 2022
Andrey Malinin, Andreas Athanasopoulos, Muhamed Barakovic, Meritxell Bach Cuadra, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Nikolay Kartashev, Konstantinos Kyriakopoulos, Po-Jui Lu, Nataliia Molchanova, Antonis Nikitakis, Vatsal Raina, Francesco La Rosa, Eli Sivena, Vasileios Tsarsitalidis, Efi Tsompopoulou, Elena Volf

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Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues


Jan 19, 2022
Francesco La Rosa, Maxence Wynen, Omar Al-Louzi, Erin S Beck, Till Huelnhagen, Pietro Maggi, Jean-Philippe Thiran, Tobias Kober, Russell T Shinohara, Pascal Sati, Daniel S Reich, Cristina Granziera, Martina Absinta, Meritxell Bach Cuadra

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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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Shallow vs deep learning architectures for white matter lesion segmentation in the early stages of multiple sclerosis


Sep 10, 2018
Francesco La Rosa, Mário João Fartaria, Tobias Kober, Jonas Richiardi, Cristina Granziera, Jean-Philippe Thiran, Meritxell Bach Cuadra

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* Accepted to the MICCAI 2018 Brain Lesion (BrainLes) workshop 

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