Author:
Gajawelli Niharika,Deoni Sean,Shi Jie,Linguraru Marius George,Porras Antonio R.,Nelson Marvin D.,Tamrazi Benita,Rajagopalan Vidya,Wang Yalin,Lepore Natasha
Abstract
AbstractThe neurocranium changes rapidly in early childhood to accommodate the growing brain. Developmental disorders and environmental factors such as sleep position may lead to abnormal neurocranial maturation. Therefore, it is important to understand how this structure develops, in order to provide a baseline for early detection of anomalies. However, its anatomy has not yet been well studied in early childhood due to the lack of available imaging databases. In hospitals, CT is typically used to image the neurocranium when a pathology is suspected, but the presence of ionizing radiation makes it harder to construct databases of healthy subjects. In this study, instead, we use a dataset of MRI data from healthy normal children in the age range of 6 months to 36 months to study the development of the neurocranium. After extracting its outline from the MRI data, we used a conformal geometry-based analysis pipeline to detect local thickness growth throughout this age span. These changes will help us understand cranial bone development with respect to the brain, as well as detect abnormal variations, which will in turn inform better treatment strategies for implicated disorders.
Funder
National Institute for Biomedical Imaging and Bioengineering
National Institute of Dental and Craniofacial Research
Eunice Kennedy Shriver National Institute of Child Health and Human Development
Publisher
Springer Science and Business Media LLC
Cited by
10 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献