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Open neuroinformatics infrastructure ecosystem for federated multisite studies

Author(s): Wang M; Bhagwat N; Cremonesi F; Dugré M; Pfarr JK; d' Angremont E; Dai A; Jahanpour A; Urchs S; Cansiz S; Chambon L; Dinçer AT; Torres J; Vesin M; Pinilla-Monsalve G; Song Y; Vriend C; Jeanson F; Monchi O; van der Werf YD; Lorenzi ...

Despite growing understanding of the benefits of having Findable, Accessible, Interoperable, and Reusable (FAIR) data, many datasets still cannot be shared. Federated analysis methods can enable multisite studies that do not require the sharing of participant-level information. However, there a ...

Article GUID: 42146517


Predicting Parkinson's disease trajectory using clinical and functional MRI features: A reproduction and replication study

Author(s): Germani E; Bhagwat N; Dugré M; Gau R; Montillo AA; Nguyen KP; Sokolowski A; Sharp M; Poline JB; Glatard T;

Parkinson's disease (PD) is a common neurodegenerative disorder with a poorly understood physiopathology and no established biomarkers for the diagnosis of early stages and for prediction of disease progression. Several neuroimaging biomarkers have been studied recently, but these are susce ...

Article GUID: 39982930


Longitudinal brain structure changes in Parkinson's disease: A replication study

Author(s): Sokolowski A; Bhagwat N; Chatelain Y; Dugré M; Hanganu A; Monchi O; McPherson B; Wang M; Poline JB; Sharp M; Glatard T;

Context: An existing major challenge in Parkinson's disease (PD) research is the identification of biomarkers of disease progression. While magnetic resonance imaging is a potential source of PD biomarkers, none of the magnetic resonance imaging measures of PD are robust enough to warrant t ...

Article GUID: 38295031


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