Multi-view fusion of diffusion MRI microstructural models: a preterm birth study

Our results suggest that a data-driven intramodal imaging approach is crucial for gathering deep and complementary information. The main contribution of this methodological outline is to thoroughly investigate prematurity-related white matter changes through different inquiry focuses, with a view to addressing this issue, both aiming toward mechanistic insight and optimizing predictive accuracy.

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Publication Details

Journal
Frontiers in Neuroscience
Published
2024-12-20
DOI
https://doi.org/10.3389/fnins.2024.1480735
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Multi-view fusion of diffusion MRI microstructural models: a preterm birth study

Marco Fato, Domenico Tortora, Rosella Trò, Shreyas Fadnavis et al.
Frontiers in Neuroscience
Advanced Neuroimaging Techniques and Applications
article

Multi-view fusion of diffusion MRI microstructural models: a preterm birth study

Marco Fato, Domenico Tortora, Rosella Trò, Shreyas Fadnavis, Gabriele Arnulfo, Mariasavina Severino, Andrea Rossi, Monica Roascio, Eleftherios Garyfallidis
article en

Abstract

Our results suggest that a data-driven intramodal imaging approach is crucial for gathering deep and complementary information. The main contribution of this methodological outline is to thoroughly investigate prematurity-related white matter changes through different inquiry focuses, with a view to addressing this issue, both aiming toward mechanistic insight and optimizing predictive accuracy.

Frontiers in NeuroscienceVol. 18
University of Helsinki (FI), Harvard University (US), Istituto Giannina Gaslini (IT), Massachusetts General Hospital (US), Indiana University Bloomington (US), Istituti di Ricovero e Cura a Carattere Scientifico (IT), University of Genoa (IT)
European Commission, Università degli Studi di Genova
Openalex Percentile: Top 59%
Advanced Neuroimaging Techniques and Applications
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