Zobrazeno 1 - 10
of 211
pro vyhledávání: '"Barakovic, Muhamed"'
Autor:
Canales-Rodríguez, Erick J., Pizzolato, Marco, Zhou, Feng-Lei, Barakovic, Muhamed, Thiran, Jean-Philippe, Jones, Derek K., Parker, Geoffrey J. M., Dyrby, Tim B.
Purpose: This study aims to evaluate two distinct approaches for fibre radius estimation using diffusion-relaxation MRI data acquired in biomimetic microfibre phantoms that mimic hollow axons. The methods considered are the spherical mean power-law a
Externí odkaz:
http://arxiv.org/abs/2311.02688
Autor:
Lu, Po-Jui, Odry, Benjamin, Barakovic, Muhamed, Weigel, Matthias, Sandkühler, Robin, Rahmanzadeh, Reza, Chen, Xinjie, Ocampo-Pineda, Mario, Kuhle, Jens, Kappos, Ludwig, Cattin, Philippe, Granziera, Cristina
Objective: Identifying disability-related brain changes is important for multiple sclerosis (MS) patients. Currently, there is no clear understanding about which pathological features drive disability in single MS patients. In this work, we propose a
Externí odkaz:
http://arxiv.org/abs/2308.07611
Autor:
Barakovic, Muhamed, Pizzolato, Marco, Tax, Chantal M. W., Rudrapatna, Umesh, Magon, Stefano, Dyrby, Tim B., Granziera, Cristina, Thiran, Jean-Philippe, Jones, Derek K., Canales-Rodríguez, Erick J.
Publikováno v:
Frontiers in Neuroscience, Vol 17, 2023. https://www.frontiersin.org/articles/10.3389/fnins.2023.1209521
Axon radius is a potential biomarker for brain diseases and a crucial tissue microstructure parameter that determines the speed of action potentials. Diffusion MRI (dMRI) allows non-invasive estimation of axon radius, but accurately estimating the ra
Externí odkaz:
http://arxiv.org/abs/2304.09275
Autor:
Dumais, Félix, Legarreta, Jon Haitz, Lemaire, Carl, Poulin, Philippe, Rheault, François, Petit, Laurent, Barakovic, Muhamed, Magon, Stefano, Descoteaux, Maxime, Jodoin, Pierre-Marc
Publikováno v:
NeuroImage 279, 120288 (2023)
White matter bundle segmentation is a cornerstone of modern tractography to study the brain's structural connectivity in domains such as neurological disorders, neurosurgery, and aging. In this study, we present FIESTA (FIbEr Segmentation in Tractogr
Externí odkaz:
http://arxiv.org/abs/2212.00143
Autor:
Malinin, Andrey, Athanasopoulos, Andreas, Barakovic, Muhamed, Cuadra, Meritxell Bach, Gales, Mark J. F., Granziera, Cristina, Graziani, Mara, Kartashev, Nikolay, Kyriakopoulos, Konstantinos, Lu, Po-Jui, Molchanova, Nataliia, Nikitakis, Antonis, Raina, Vatsal, La Rosa, Francesco, Sivena, Eli, Tsarsitalidis, Vasileios, Tsompopoulou, Efi, Volf, Elena
Distributional shift, or the mismatch between training and deployment data, is a significant obstacle to the usage of machine learning in high-stakes industrial applications, such as autonomous driving and medicine. This creates a need to be able to
Externí odkaz:
http://arxiv.org/abs/2206.15407
Autor:
Wolleb, Julia, Sandkühler, Robin, Bieder, Florentin, Barakovic, Muhamed, Hadjikhani, Nouchine, Papadopoulou, Athina, Yaldizli, Özgür, Kuhle, Jens, Granziera, Cristina, Cattin, Philippe C.
The limited availability of large image datasets, mainly due to data privacy and differences in acquisition protocols or hardware, is a significant issue in the development of accurate and generalizable machine learning methods in medicine. This is e
Externí odkaz:
http://arxiv.org/abs/2110.06803
Autor:
Barakovic, Muhamed1,2,3,4 (AUTHOR), Weigel, Matthias1,2,3 (AUTHOR), Cagol, Alessandro1,2,3 (AUTHOR), Schaedelin, Sabine1,2,3 (AUTHOR), Galbusera, Riccardo1,2,3 (AUTHOR), Lu, Po-Jui1,2,3 (AUTHOR), Chen, Xinjie1,2,3 (AUTHOR), Melie-Garcia, Lester1,2,3 (AUTHOR), Ocampo-Pineda, Mario1,2,3 (AUTHOR), Bahn, Erik5 (AUTHOR), Stadelmann, Christine5 (AUTHOR), Palombo, Marco6,7 (AUTHOR), Kappos, Ludwig1,2,3 (AUTHOR), Kuhle, Jens2,3 (AUTHOR), Magon, Stefano4 (AUTHOR), Granziera, Cristina1,2,3 (AUTHOR) cristina.granziera@usb.ch
Publikováno v:
Scientific Reports. 4/29/2024, Vol. 14 Issue 1, p1-14. 14p.
Autor:
Yu, Thomas, Rodriguez, Erick Jorge Canales, Pizzolato, Marco, Piredda, Gian Franco, Hilbert, Tom, Fischi-Gomez, Elda, Weigel, Matthias, Barakovic, Muhamed, Bach-Cuadra, Meritxell, Granziera, Cristina, Kober, Tobias, Thiran, Jean-Philippe
Recovering the T2 distribution from multi-echo T2 magnetic resonance (MR) signals is challenging but has high potential as it provides biomarkers characterizing the tissue micro-structure, such as the myelin water fraction (MWF). In this work, we pro
Externí odkaz:
http://arxiv.org/abs/2007.10225
Akademický článek
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Autor:
Dumais, Félix, Legarreta, Jon Haitz, Lemaire, Carl, Poulin, Philippe, Rheault, François, Petit, Laurent, Barakovic, Muhamed, Magon, Stefano, Descoteaux, Maxime, Jodoin, Pierre-Marc
Publikováno v:
In NeuroImage 1 October 2023 279