Title :
A pediatric airway atlas and its application in subglottic stenosis
Author :
Yi Hong ; Niethammer, Marc ; Andruejol, Johan ; Kimbell, Julia S. ; Pitkin, Elizabeth ; Superfine, Richard ; Davis, Stephen ; Zdanski, Carlton J. ; Davis, Brian
Author_Institution :
UNC Chapel Hill, Chapel Hill, NC, USA
Abstract :
Young children with upper airway problems are at risk for hypoxia, respiratory insufficiency and long term morbidity. Computational models and quantitative analysis would reveal airway growth patterns and benefit clinical care. To capture expected growth patterns we propose a method to build a pediatric airway atlas as a function of age. The atlas is based on a simplified airway model in combination with kernel regression. We show experimental results on children with subglottic stenosis to demonstrate that our method is able to track and measure the stenosis in pediatric airways.
Keywords :
computerised tomography; diseases; health care; image segmentation; medical image processing; paediatrics; patient care; airway growth patterns; clinical care; computational models; computerised tomography; diatric airway atlas; hypoxia; image segmentation; kernel regression; long-term morbidity; pediatric airway atlas; quantitative analysis; respiratory insufficiency; simplified airway model; subglottic stenosis; upper airway problems; young children; Atmospheric modeling; Computed tomography; Geometry; Kernel; Pediatrics; Principal component analysis; Surgery; Pediatric airway atlas; simplified airway model; subglottic stenosis; weighted percentiles;
Conference_Titel :
Biomedical Imaging (ISBI), 2013 IEEE 10th International Symposium on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4673-6456-0
DOI :
10.1109/ISBI.2013.6556697