Title :
Adapting parcellation schemes to study fetal brain connectivity in serial imaging studies
Author :
Xi Cheng ; Wilm, Jakob ; Seshamani, Sharmishtaa ; Fogtmann, Mads ; Kroenke, Christopher ; Studholme, Colin
Author_Institution :
Depts. of Pediatrics & Bioeng., Univ. of Washington, Seattle, WA, USA
Abstract :
A crucial step in studying brain connectivity is the definition of the Regions Of Interest (ROI´s) which are considered as nodes of a network graph. These ROI´s identified in structural imaging reflect consistent functional regions in the anatomies being compared. However in serial studies of the developing fetal brain such functional and associated structural markers are not consistently present over time. In this study we adapt two non-atlas based parcellation schemes to study the development of connectivity networks of a fetal monkey brain using Diffusion Weighted Imaging techniques. Results demonstrate that the fetal brain network exhibits small-world characteristics and a pattern of increased cluster coefficients and decreased global efficiency. These findings may provide a route to creating a new biomarker for healthy fetal brain development.
Keywords :
biomedical MRI; brain models; neurophysiology; obstetrics; Diffusion Weighted Imaging techniques; ROI definition; anatomy; cluster coefficients; fetal brain connectivity; fetal monkey brain; global efficiency; network graph; parcellation schemes; serial imaging; small-world characteristics; structural imaging; Biomedical measurement; Brain; Educational institutions; Image reconstruction; Magnetic resonance imaging; Pediatrics;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6609440