Related Experiment Video
Updated: Nov 3, 2025

17:06
Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
26.6K
Effect of Multishell Diffusion MRI Acquisition Strategy and Parcellation Scale on Rich-Club Organization of Human
Maedeh Khalilian1,2, Kamran Kazemi1, Mahshid Fouladivanda1
1Department of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz 7155713876, Iran.
Diagnostics (Basel, Switzerland)
|June 2, 2021
Summary
Choosing the right diffusion MRI acquisition strategy and brain parcellation scale is crucial for accurate human brain network analysis. Multishell imaging and larger parcellation scales improve results but impact reproducibility.
Area of Science:
- Neuroscience
- Medical Imaging
- Network Science
Background:
- Human brain structural connectivity studies commonly use single-shell diffusion-weighted imaging (DWI).
- Advances enable multishell DWI for better white-matter microstructure characterization.
Purpose of the Study:
- To investigate how diffusion MRI acquisition strategy and parcellation scale affect brain structural organization and network topology.
- To compare single-shell and multishell DWI protocols and various parcellation scales.
Main Methods:
- Graph-theoretical network analysis on DWI data from 35 subjects.
- Comparison of four single-shell and multishell sampling schemes.
- Evaluation using six parcellation scales and five graph metrics, including rich-club analysis.
Main Results:
- Parcellation scale significantly impacts network attributes more than imaging protocol.
- Multishell DWI with high b-values improves tractography, especially at crossing fibers.
- Multishell acquisition yields shorter characteristic path lengths, higher global efficiency, and lower modularity.
Conclusions:
- Both parcellation scale and sampling protocol significantly influence brain structural network organization and rich-club properties.
- Caution is advised regarding the reproducibility of connectivity findings due to variations in parcellation scale and sampling scheme.
Related Concept Videos
Organization of the Brain
1.7K
The brain is an integral component of the nervous system and serves as the center for processing sensory inputs, making decisions, and directing bodily actions. This complex organ is organized into three primary sections: the hindbrain, midbrain, and forebrain, each responsible for a range of vital functions.
Hindbrain
The hindbrain, located at the base of the brain, plays a vital role in regulating automatic processes that sustain life. It includes the medulla oblongata, which is essential for...
Hindbrain
The hindbrain, located at the base of the brain, plays a vital role in regulating automatic processes that sustain life. It includes the medulla oblongata, which is essential for...
1.7K
Brain Imaging
444
Brain imaging technologies provide critical insights into both the structure and function of the human brain, enabling medical professionals and researchers to diagnose, study, and treat neurological disorders or psychiatric disorders more effectively.
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
444

