26 February 2013 Assessment of quantitative cortical biomarkers in the developing brain of preterm infants
Author Affiliations +
Proceedings Volume 8670, Medical Imaging 2013: Computer-Aided Diagnosis; 867011 (2013) https://doi.org/10.1117/12.2007829
Event: SPIE Medical Imaging, 2013, Lake Buena Vista (Orlando Area), Florida, United States
Abstract
The cerebral cortex rapidly develops its folding during the second and third trimester of pregnancy. In preterm birth, this growth might be disrupted and influence neurodevelopment. The aim of this work is to extract quantitative biomarkers describing the cortex and evaluate them on a set of preterm infants without brain pathology.

For this study, a set of 19 preterm - but otherwise healthy - infants scanned coronally with 3T MRI at the postmenstrual age of 30 weeks were selected. In ten patients (test set), the gray and white matter were manually annotated by an expert on the T2-weighted scans. Manual segmentations were used to extract cortical volume, surface area, thickness, and curvature using voxel-based methods. To compute these biomarkers per region in every patient, a template brain image has been generated by iterative registration and averaging of the scans of the remaining nine patients. This template has been manually divided in eight regions, and is transformed to every test image using elastic registration.

In the results, gray and white matter volumes and cortical surface area appear symmetric between hemispheres, but small regional differences are visible. Cortical thickness seems slightly higher in the right parietal lobe than in other regions. The parietal lobes exhibit a higher global curvature, indicating more complex folding compared to other regions.

The proposed approach can potentially - together with an automatic segmentation algorithm - be applied as a tool to assist in early diagnosis of abnormalities and prediction of the development of the cognitive abilities of these children.
© (2013) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Pim Moeskops, Pim Moeskops, Manon J. N. L. Benders, Manon J. N. L. Benders, Paul C. Pearlman, Paul C. Pearlman, Karina J. Kersbergen, Karina J. Kersbergen, Alexander Leemans, Alexander Leemans, Max A. Viergever, Max A. Viergever, Ivana Išgum, Ivana Išgum, } "Assessment of quantitative cortical biomarkers in the developing brain of preterm infants", Proc. SPIE 8670, Medical Imaging 2013: Computer-Aided Diagnosis, 867011 (26 February 2013); doi: 10.1117/12.2007829; https://doi.org/10.1117/12.2007829
PROCEEDINGS
7 PAGES


SHARE
Back to Top