Abstract
The cerebral cortex is folded into gyri and sulci in the brains of higher mammals. Quantitative study of the process by which the cortex folds during brain development is critical to a complete understanding of normal brain development and neuro-developmental disorders. In this work, we propose a new method by which to localise nonlinearities in the cortical folding process, and thereby identify regions of differential growth across the cortex. Our method is based on spherical harmonic (SPHARM) representation of the cortical surface. Linearity is assessed by comparison of each SPHARM reconstructed surface with an artificial surface constructed using a linear combination of SPHARM coefficients from data at adjoining developmental time points. The resultant quantification of cortical folding development is easy to interpret, and the method has low computational cost. We demonstrate application to a set of experimental MRI data of fetal sheep brains, across key developmental timepoints as the cortex first folds during development.
Original language | English |
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Title of host publication | 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society |
Editors | Jeff Duerk, Jim Ji |
Place of Publication | Piscataway NJ USA |
Publisher | IEEE, Institute of Electrical and Electronics Engineers |
Pages | 1525-1528 |
Number of pages | 4 |
ISBN (Electronic) | 9781424479290 |
ISBN (Print) | 9781424479276 |
DOIs | |
Publication status | Published - 2014 |
Externally published | Yes |
Event | International Conference of the IEEE Engineering in Medicine and Biology Society 2014 - Sheraton Chicago Hotel and Towers, Chicago, United States of America Duration: 26 Aug 2014 → 30 Aug 2014 Conference number: 36th https://ieeexplore-ieee-org.ezproxy.lib.monash.edu.au/xpl/conhome/6923026/proceeding (Proceedings) https://web.archive.org/web/20140331105330/http://embc.embs.org/2014/?page_id=120 (Website) |
Conference
Conference | International Conference of the IEEE Engineering in Medicine and Biology Society 2014 |
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Abbreviated title | EMBC 2014 |
Country/Territory | United States of America |
City | Chicago |
Period | 26/08/14 → 30/08/14 |
Internet address |