Marlijne Cook

Airway Morphology of a Rare Pediatric Diffuse Lung Disease

Statistical Shape Analysis of airway trees from patients diagnosed with Neuroendocrine Cell Hyperplasia of Infancy

• Broschiertes Buch

Produktbeschreibung

Neuroendocrine Cell Hyperplasia of Infancy (NEHI) is a rare diffuse lung disease, providing diagnostic and prognostic difficulties due to heterogeneous presentations and unknown etiology. Confirmed cases of NEHI show an increased count of neuroendocrine cells in airway walls upon completion of a lung biopsy. These cells are associated with branch morphogenesis during fetal growth, which leads our hypothesis that NEHI symptoms are correlated with changes in infant airway tree structure. Using volumetric computed tomography scans, patient airway trees are edited to establish a skeletonized form. Image registration techniques align both a control and diseased group into a standard coordinate frame. Principle Component Analysis provides information about the greatest axes of variation, leading to a set of parameters that classify NEHI from the control group. We found that the extent of airway tree deformation in these given axes was correlated with airway functionality. These resultssuggest that statistical shape models of the NEHI lung show promise for alternative disease diagnostics and stratification.

Produktdetails

• Verlag: LAP Lambert Academic Publishing
• Seitenzahl: 100
• Erscheinungstermin: 30. Dezember 2014
• Englisch
• Abmessung: 220mm x 150mm x 6mm
• Gewicht: 150g
• ISBN-13: 9783659665219
• ISBN-10: 3659665215
• Artikelnr.: 42148318

Autorenporträt

Marlijne Cook is a graduate of the Department of Bioengineering Master's program at the University of Colorado Denver Anschutz Medical Campus. Her academic pursuits were in quantitative image analysis techniques, aiming to improve diagnosis and prognosis. Marlijne graduated from the University of New Hampshire in 2009 with a BS in Mathematics.