Mapping Human Whole-Brain Structural Networks with Diffusion MRI
University Hospital of Lausanne · École Polytechnique Fédérale de Lausanne · +2 more institutions
Abstract
Understanding the large-scale structural network formed by neurons is a major challenge in system neuroscience. A detailed connectivity map covering the entire brain would therefore be of great value. Based on diffusion MRI, we propose an efficient methodology to generate large, comprehensive and individual white matter connectional datasets of the living or dead, human or animal brain. This non-invasive tool enables us to study the basic and potentially complex network properties of the entire brain. For two human subjects we find that their individual brain networks have an exponential node degree distribution and that their global organization is in the form of a small world.
Citation impact
- FWCI
- 22.93
- Percentile
- 100%
- References
- 59
Authors
7- PHPatric HagmannCorresponding
University Hospital of Lausanne, École Polytechnique Fédérale de Lausanne, University of Lausanne
- MKMaciej Kurant
École Polytechnique Fédérale de Lausanne
- XGXavier Gigandet
École Polytechnique Fédérale de Lausanne
- PTPatrick Thiran
École Polytechnique Fédérale de Lausanne
- VJVan J. Wedeen
Athinoula A. Martinos Center for Biomedical Imaging
Topics & keywords
- Human brain
- Diffusion MRI
- White matter
- Computer science
- Neuroscience
- Brain mapping
- Node (physics)
- Complex network