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Updated: Feb 23, 2026

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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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Mapping the neural basis of selected cognitive functions: A combined functional, structural, and diffusion MRI study.
Maziar Jalalvandi1, Lida Shafaghi2, Seyed Amir Hossein Batouli3
1Department of Radiology and Nuclear Medicine, Faculty of Paramedical, Kermanshah University of Medical Sciences, Kermanshah, Iran.
Brain Research Bulletin
|February 21, 2026
Summary
This study reveals how brain structure and function relate to cognitive performance in healthy adults. Multimodal MRI data identified specific brain regions associated with executive functions and memory, providing a normative scaffold for future research.
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Neuroimaging
Background:
- Complex neuronal networks support cognitive functions and adaptation.
- Neuroimaging aids in identifying targets for diagnosis and rehabilitation.
- Understanding brain-cognition relationships is crucial for neuroscience.
Purpose of the Study:
- To explore the neuroanatomical correlations of cognitive tasks.
- To characterize how brain regions across multiple MRI modalities covary with cognitive performance.
- To establish a normative scaffold for brain-cognition coupling.
Main Methods:
- Utilized structural MRI, diffusion MRI, and resting-state fMRI in 300 healthy adults.
- Processed data to derive gray-matter VBM maps, fractional anisotropy, and intrinsic connectivity.
- Employed voxelwise regressions, multimodal fusion (non-parametric combination, joint ICA), and ROI correlations.
Main Results:
- Single-modality analyses highlighted involvement of thalamus, cerebellum, temporal gyrus, middle frontal gyrus, and cingulate cortex.
- Multimodal fusion linked middle frontal gyri, insula, and parietal lobules to executive and speeded tasks.
- Hippocampus and posterior cingulate cortex were associated with episodic memory performance.
Conclusions:
- Integrating multimodal MRI offers a descriptive view of brain structure-function-cognition relationships.
- Findings provide a normative scaffold for longitudinal and clinical brain-cognition studies.
- Results are descriptive and not direct evidence for diagnostic utility or therapeutic interventions.

