Muhamed Barakovic

Cette personne a quitté l’EPFL

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Publications associées (27)

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Bundle-Specific Axon Diameter Index as a New Contrast to Differentiate White Matter Tracts

Jean-Philippe Thiran, Alessandro Daducci, Gabriel Girard, Cristina Granziera, David Paul Roger Romascano, Maxime Descoteaux, Muhamed Barakovic, Giorgio Innocenti

In the central nervous system of primates, several pathways are characterized by different spectra of axon diameters. In vivo methods, based on diffusion-weighted magnetic resonance imaging, can provide axon diameter index estimates non-invasively. However ...

2021

CLaiMS-Net: cortical lesions assessment in multiple sclerosis patients via a convolutional neural network and a single 3T MRI acquisition

Jean-Philippe Thiran, Meritxell Bach Cuadra, Cristina Granziera, Muhamed Barakovic, Francesco La Rosa

SAGE PUBLICATIONS LTD2021

Voxel size matters: big voxels are required to generate realistic extra-axonal dMRI signals from Monte Carlo simulations

Jean-Philippe Thiran, Alessandro Daducci, David Paul Roger Romascano, Muhamed Barakovic, Jonathan Rafael Patino Lopez, Ileana Ozana Jelescu

2018

Non-parametric axon diameter distribution mapping with PGSE: reconstruction of uni- and multimodal distributions

Jean-Philippe Thiran, Alessandro Daducci, David Paul Roger Romascano, Muhamed Barakovic, Jonathan Rafael Patino Lopez

2018

Improving Graph-Based Tractography Plausibility Using Microstructure Information

Jean-Philippe Thiran, Alessandro Daducci, Gabriel Girard, Muhamed Barakovic

2019

In-vivo Bundle-Specific Axon Diameter Distributions Estimation across the Corpus Callosum

Jean-Philippe Thiran, Alessandro Daducci, Gabriel Girard, David Paul Roger Romascano, Muhamed Barakovic, Maxime Descoteaux

Over the last decade microstructure imaging has become commonly endorsed to estimate quantitative features of neuronal tissue. However, those techniques estimate the microstructure only locally. Microstructure informed tractography was recently proposed to ...

2017

Realistic 3D Fiber Crossing Phantom Models for Monte Carlo Diffusion Simulations

Jean-Philippe Thiran, Alessandro Daducci, Gabriel Girard, Muhamed Barakovic, David Paul Roger Romascano, Jonathan Rafael Patino Lopez, Gaëtan Olivier D Rensonnet

2018