User profiles for Muhamed Barakovic

Muhamed Barakovic

Pharma Research and Early Development - Roche
Verified email at roche.com
Cited by 2802

[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 …

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
Background Serum neurofilament light chain (sNfL) is a biomarker of neuronal damage that
is used not only to monitor disease activity and response to drugs and to prognosticate …

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 …

[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 …

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
Damage to the myelin sheath and the neuroaxonal unit is a cardinal feature of multiple
sclerosis; however, a detailed characterization of the interaction between myelin and axon …

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 …

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 …

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 …

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… - Science …, 2020 - science.org
Diffusion magnetic resonance imaging is a noninvasive imaging modality that has been
extensively used in the literature to study the neuronal architecture of the brain in a wide range …

[HTML][HTML] Multiple sclerosis cortical and WM lesion segmentation at 3T MRI: a deep learning method based on FLAIR and MP2RAGE

…, R Rahmanzadeh, PJ Lu, R Galbusera, M Barakovic… - NeuroImage: Clinical, 2020 - Elsevier
The presence of cortical lesions in multiple sclerosis patients has emerged as an important
biomarker of the disease. They appear in the earliest stages of the illness and have been …