Muhamed Barakovic
Muhamed Barakovic
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The challenge of mapping the human connectome based on diffusion tractography
KH Maier-Hein, PF Neher, JC Houde, MA Côté, E Garyfallidis, J Zhong, ...
Nature communications 8 (1), 1-13, 2017
Limits to anatomical accuracy of diffusion tractography using modern approaches
KG Schilling, V Nath, C Hansen, P Parvathaneni, J Blaber, Y Gao, ...
NeuroImage 185, 1-11, 2019
Tractostorm: The what, why, and how of tractography dissection reproducibility
F Rheault, A De Benedictis, A Daducci, C Maffei, CMW Tax, ...
Human Brain Mapping 41 (7), 1859-1874, 2020
Tractography reproducibility challenge with empirical data (traced): The 2017 ismrm diffusion study group challenge
V Nath, KG Schilling, P Parvathaneni, Y Huo, JA Blaber, AE Hainline, ...
Journal of Magnetic Resonance Imaging 51 (1), 234-249, 2020
A new method for accurate in vivo mapping of human brain connections using microstructural and anatomical information
S Schiavi, M Ocampo-Pineda, M Barakovic, L Petit, M Descoteaux, ...
Science advances 6 (31), eaba8245, 2020
Sparse wars: A survey and comparative study of spherical deconvolution algorithms for diffusion MRI
EJ Canales-Rodríguez, JH Legarreta, M Pizzolato, G Rensonnet, G Girard, ...
NeuroImage 184, 140-160, 2019
Multiple sclerosis cortical and WM lesion segmentation at 3T MRI: a deep learning method based on FLAIR and MP2RAGE
F La Rosa, A Abdulkadir, MJ Fartaria, R Rahmanzadeh, PJ Lu, ...
NeuroImage: Clinical 27, 102335, 2020
Assessing feasibility and reproducibility of a bundle-specific framework on in vivo axon diameter estimates at 300mT/m
M Barakovic, G Girard, DPR Romascano, JR Patino Lopez, M Descoteaux, ...
26th annual meeting of the International Society for Magnetic Resonance in …, 2018
ActiveAxADD: Toward non‐parametric and orientationally invariant axon diameter distribution mapping using PGSE
D Romascano, M Barakovic, J Rafael‐Patino, TB Dyrby, JP Thiran, ...
Magnetic Resonance in Medicine 83 (6), 2322-2330, 2020
Assessment of bundle-specific axon diameter distributions using diffusion MRI tractography
M Barakovic, D Romascano, TB Dyrby, DC Alexander, M Descoteaux, ...
Proc. 22nd Annual Meeting of the Organization for Human Brain Mapping (OHBM), 2016
In-vivo bundle-specific axon diameter distributions estimation across the corpus callosum
M Barakovic, D Romascano, G Girard, M Descoteaux, JP Thiran, ...
Proc. 25nd Annual Meeting of the International Society for Magnetic …, 2017
Axon diameter estimation in fixed human optic chiasm using diffusion weighted MR microscopy and microstructure-informed tractography
M Ashtarayeh, T Streubel, J Periquito, A Pohlmann, T Niendorf, E Kirilina, ...
ISMRM 27th Annual Meeting, 2019
Voxel size matters: big voxels are required to generate realistic extra-axonal DMRI signals from monte carlo simulations
D Romascano, J Rafael-Patino, I Jelescu, M Barakovic, TB Dyrby, ...
Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Hierarchical tractography optimisation
M Frigo, M Barakovic, JP Thiran, A Daducci
Cervix cancer spatial modelling for brachytherapy applicator analysis
P Rogelj, M Baraković
Informatica 39 (3), 2015
Model-Informed Machine Learning for Multi-component T2 Relaxometry
T Yu, EJC Rodriguez, M Pizzolato, GF Piredda, T Hilbert, E Fischi-Gomez, ...
arXiv preprint arXiv:2007.10225, 2020
DWI Simulation-Assisted Machine Learning Models for Microstructure Estimation
J Rafael-Patino, T Yu, V Delvigne, M Barakovic, M Pizzolato, G Girard, ...
Computational Diffusion MRI, 125-134, 2020
DWI Simulation-Assisted Machine Learning Models for Microstructure Estimation
JR Patino Lopez, T Yu, V Delvigne, M Barakovic, M Pizzolato, G Girard, ...
Computational Diffusion MRI. MICCAI Workshop, Shenzhen, China, October 2019, 2020
Tractography dissection variability: what happens when 42 groups dissect 14 white matter bundles on the same dataset?
KG Schilling, F Rheault, L Petit, CB Hansen, V Nath, FC Yeh, G Girard, ...
bioRxiv, 2020
A quantification of myelin and axonal damage across multiple sclerosis lesions and clinical subtypes with myelin and diffusion MRI
R Rahmanzadeh, PJ Lu, M Barakovic, R Galbusera, M Weigel, P Maggi, ...
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