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Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
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A survey of current trends in diffusion MRI for structural brain connectivity
Aurobrata Ghosh1, Rachid Deriche
1Project Team Athena, INRIA Sophia Antipolis-Méditerranée, 2004 Route des Lucioles-BP 93, 06902 Sophia Antipolis Cedex, France.
Journal of Neural Engineering
|December 24, 2015
Summary
Diffusion magnetic resonance imaging (dMRI) offers unique in vivo insights into brain axonal architecture. This review covers advanced dMRI models for tissue microstructure and human connectome mapping, highlighting key techniques and biomarkers.
Area of Science:
- Neuroimaging
- Biophysics
- Computational Neuroscience
Background:
- Diffusion magnetic resonance imaging (dMRI) is the sole non-invasive in vivo method for probing brain axonal architecture.
- dMRI technology has advanced significantly over the last two decades, enabling detailed investigation of brain tissue.
- Understanding brain microstructure and connectivity is crucial for neuroscience research and clinical applications.
Purpose of the Study:
- To review the current state-of-the-art in diffusion magnetic resonance imaging (dMRI).
- To present emerging trends in modeling brain tissue microstructure and the human connectome using dMRI.
- To discuss established local microstructure models, biomarkers, and tractography techniques.
Main Methods:
- Review of existing literature on dMRI models and techniques.
- Analysis of trends in computational modeling of brain microstructure.
- Discussion of tractography methods for mapping brain connectivity.
Main Results:
- dMRI provides unparalleled in vivo access to axonal architecture.
- Numerous sophisticated models exist to characterize tissue integrity, microstructure, and connectivity.
- Tractography techniques are advancing for understanding brain connectivity architecture.
Conclusions:
- dMRI is a pivotal tool for in vivo neuroscience research.
- Advanced modeling and tractography are enhancing our understanding of the brain's microstructural and macrostructural organization.
- Continued development in dMRI promises deeper insights into brain function and pathology.
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