• DocumentCode
    617544
  • 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
  • fYear
    2013
  • fDate
    7-11 April 2013
  • Firstpage
    1206
  • Lastpage
    1209
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging (ISBI), 2013 IEEE 10th International Symposium on
  • Conference_Location
    San Francisco, CA
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4673-6456-0
  • Type

    conf

  • DOI
    10.1109/ISBI.2013.6556697
  • Filename
    6556697