User profiles for M. Barakovic

Muhamed Barakovic

Pharma Research and Early Development - Roche
Verified email at roche.com
Cited by 2819

[HTML][HTML] The challenge of mapping the human connectome based on diffusion tractography

…, S Alexander, D Romascano, M Barakovic… - Nature …, 2017 - nature.com
Tractography based on non-invasive diffusion imaging is central to the study of human brain
connectivity. To date, the approach has not been systematically validated in ground truth …

[HTML][HTML] The functional characterization of callosal connections

…, M Ptito, M Caleo, CA Marzi, M Barakovic… - Progress in …, 2022 - Elsevier
The brain operates through the synaptic interaction of distant neurons within flexible, often
heterogeneous, distributed systems. Histological studies have detailed the connections …

Tractostorm: The what, why, and how of tractography dissection reproducibility

…, M Chamberland, M Barakovic… - Human brain …, 2020 - Wiley Online Library
Investigative studies of white matter (WM) brain structures using diffusion MRI (dMRI)
tractography frequently require manual WM bundle segmentation, often called “virtual dissection.” …

Limits to anatomical accuracy of diffusion tractography using modern approaches

…, S Schiavi, A Daducci, G Girard, M Barakovic… - Neuroimage, 2019 - Elsevier
Diffusion MRI fiber tractography is widely used to probe the structural connectivity of the brain,
with a range of applications in both clinical and basic neuroscience. Despite widespread …

Serum neurofilament light chain for individual prognostication of disease activity in people with multiple sclerosis: a retrospective modelling and validation study

…, J Kuhle, S Aeschbacher, M Barakovic… - The Lancet …, 2022 - thelancet.com
… Example 1, at 30 years and a BMI of 25 kg/m 2 , shows sNfL of 9·5 pg/mL (95th percentile)
and Z score of more than 1·5 (exact value 1·64, as calculated by the sNfL app), and the …

[HTML][HTML] Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?

…, CB Hansen, V Nath, FC Yeh, G Girard, M Barakovic… - Neuroimage, 2021 - Elsevier
White matter bundle segmentation using diffusion MRI fiber tractography has become the
method of choice to identify white matter fiber pathways in vivo in human brains. However, like …

Association of brain atrophy with disease progression independent of relapse activity in patients with relapsing multiple sclerosis

A Cagol, S Schaedelin, M Barakovic, P Benkert… - JAMA …, 2022 - jamanetwork.com
Importance The mechanisms driving neurodegeneration and brain atrophy in relapsing
multiple sclerosis (RMS) are not completely understood. Objective To determine whether …

A new advanced MRI biomarker for remyelinated lesions in multiple sclerosis

…, PJ Lu, E Bahn, M Weigel, M Barakovic… - Annals of …, 2022 - Wiley Online Library
Objectives Neuropathological studies have shown that multiple sclerosis (MS) lesions are
heterogeneous in terms of myelin/axon damage and repair as well as iron content. However, it …

Myelin and axon pathology in multiple sclerosis assessed by myelin water and multi-shell diffusion imaging

R Rahmanzadeh, PJ Lu, M Barakovic, M Weigel… - Brain, 2021 - academic.oup.com
… (M and N) MWF and NDI were not different between RRMS and PMS. (O) NDI-MWF scatter
… (M and N) MWF and NDI were not different between RRMS and PMS. (O) NDI-MWF scatter …

Serum glial fibrillary acidic protein compared with neurofilament light chain as a biomarker for disease progression in multiple sclerosis

…, L Melie-Garcia, A Cagol, M Barakovic… - JAMA …, 2023 - jamanetwork.com
Importance There is a lack of validated biomarkers for disability progression independent of
relapse activity (PIRA) in multiple sclerosis (MS). Objective To determine how serum glial …