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Updated: Jan 3, 2026

Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
There is no single functional atlas even for a single individual: Functional parcel definitions change with task
Mehraveh Salehi1, Abigail S Greene2, Amin Karbasi1
1Department of Electrical Engineering, Yale University, United States; Yale Institute for Network Science (YINS), Yale University, United States.
Brain functional atlases derived from functional Magnetic Resonance Imaging (fMRI) data are not static. These brain maps change significantly based on the brain
Area of Science:
- Neuroscience
- Neuroimaging
- Computational Neuroscience
Background:
- Human brain mapping aims to identify functional brain regions and their roles.
- Functional atlases are crucial for network-level analysis of brain connectivity using functional Magnetic Resonance Imaging (fMRI).
- Current functional atlases are based on the assumption of a stable brain organization.
Purpose of the Study:
- To investigate the stability of functional brain parcellations derived from fMRI data.
- To determine if functional brain organization changes based on the brain's state.
- To challenge the assumption of a fixed functional brain atlas.
Main Methods:
- Analysis of functional Magnetic Resonance Imaging (fMRI) data from a highly sampled subject.
- Utilized two independent replication datasets.
- Applied functional connectivity approaches for whole-brain parcellation.
Main Results:
- Functional parcellations derived from fMRI connectivity data exhibit substantial reconfiguration.
- These changes in brain parcellation are meaningful and state-dependent.
- Demonstrated that brain functional organization is dynamic, not static.
Conclusions:
- The assumption of a single, static functional brain atlas is challenged.
- Functional brain organization is dynamic and varies with brain state.
- Future brain mapping efforts should account for state-dependent functional reconfiguration.
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