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Predictive Modeling for Treatment of Upper Airway Obstruction in Young Children

Predictive Modeling for Treatment of Upper Airway Obstruction in Young Children
幼儿上呼吸道阻塞治疗的预测模型
批准号:
8527828
负责人:
Stephanie Duggins Davis
金额:
$82.31万
依托单位国家:
美国
项目类别:
财政年份:
2010
资助国家:
美国
项目状态:
已结题
起止时间:
2010-09-17 至 2015-07-31

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DESCRIPTION (provided by applicant): Infants and children with abnormalities of the upper airway are at risk for hypoxia, respiratory insufficiency and long term morbidity. Multiple levels of airway obstruction encountered in these disorders lead to life threatening difficulties in air exchange, problems with coordination of swallowing, growth, and speech development. In these airway disorders, therapy is typically directed by the clinician's experience and preference, rather than on normalized physiologic or anatomic metrics. Quantitative methods of evaluating and determining optimal management of these upper airway anomalies would be of tremendous benefit for improved clinical care and outcomes. New research tools can now measure computational fluid dynamics. These fluid-structure interaction models allow for the merger of dynamic anatomy with physiologic measures by creating a virtual model of the airway with computed measures of airflow, wall shear stress, pressure distribution, and airway wall shape change. This computational model can be virtually modified to reflect medical intervention, surgical techniques, and normal growth, which can predict changes in airway wall compliance, new airflow patterns, pressure distribution, and other physiologic variables to yield expected clinical results prior to intervention. Improvements in outcomes when computational modeling tools are used in pediatric upper airway intervention planning is enormous, particularly in complicated clinical scenarios. For purposes of model development, we focus on two very specific, commonly encountered, high risk anomalies encountered at our center, Pierre Robin sequence and subglottic stenosis. Normative data regarding growth and development of the upper airway will be studied. We hypothesize that a functional computational model that simulates the mechanical and aerodynamic behavior of the upper airway in children with Pierre Robin sequence and laryngeal lesions (e.g. subglottic stenosis) can be used as an effective diagnostic and treatment planning tool, reducing failures of initial treatment and avoiding potentially unnecessary future complications and interventions. Specific aims for this proposal are to: (1a) develop a functional computational model of the pediatric upper airway which can be used for diagnosis and to predict treatment outcomes in children < 10 years of age with Pierre Robin sequence and subglottic stenosis; data and modeling of normal airways will be obtained to help develop a Pediatric Airway Anatomical Atlas describing the aging airway; an integrated Virtual Pediatric Airway Workbench will also be developed (1b) validate the functional computational model using anatomic and physiologic measures that assess airway patency and airflow limitation in the upper airway in children < 10 years of age with Pierre Robin Sequence and subglottic stenosis and (2) apply the computational model to children being evaluated for Pierre Robin Sequence and subglottic stenosis, and determine the ability of the model to accurately predict results of various potential interventions on anatomic and physiologic metrics.
期刊论文(7)
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会议论文
DOI: 10.1002/lary.23836
发表时间: 2013-09
期刊: LARYNGOSCOPE
影响因子: 2.6
作者: [Calloway, Hollin E., Kimbell, Julia S., Davis, Stephanie D., Retsch-Bogart, George Z., Pitkin, Elizabeth A., Abode, Kathleen, Superfine, Richard, Zdanski, Carlton J.]
通讯作者: Zdanski, Carlton J.
Weighted functional boxplot with application to statistical atlas construction.
加权函数箱线图在统计图谱构建中的应用。
DOI: 10.1007/978-3-642-40760-4_73
发表时间: 2013
期刊: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
影响因子: --
作者: [Hong,Yi, Davis,Brad, Marron,JS, Kwitt,Roland, Niethammer,Marc]
通讯作者: Niethammer,Marc
A PEDIATRIC AIRWAY ATLAS AND ITS APPLICATION IN SUBGLOTTIC STENOSIS.
儿童气道图谱及其在声门下狭窄中的应用。
DOI: 10.1109/isbi.2013.6556697
发表时间: 2013
期刊: Proceedings. IEEE International Symposium on Biomedical Imaging
影响因子: --
作者: [Hong,Yi, Niethammer,Marc, Andruejol,Johan, Kimbell,JuliaS, Pitkin,Elizabeth, Superfine,Richard, Davis,Stephanie, Zdanski,CarltonJ, Davis,Brad]
通讯作者: Davis,Brad
Quantitative assessment of the upper airway in infants and children with subglottic stenosis.
对婴儿和整个狭窄儿童的上呼吸道的定量评估。
DOI: 10.1002/lary.25482
发表时间: 2016-05
期刊: The Laryngoscope
影响因子: --
作者: [Zdanski C, Davis S, Hong Y, Miao D, Quammen C, Mitran S, Davis B, Niethammer M, Kimbell J, Pitkin E, Fine J, Fordham L, Vaughn B, Superfine R]
通讯作者: Superfine R
Pediatrics & Pulmonary Network: Improving Health Together
  • 批准号:
    10469209
  • 项目类别:
  • 资助金额:
    $3.0万
  • 财政年份:
    2022
  • 负责人:
    Stephanie Duggins Davis
  • 依托单位:
Viral Pathogenesis of Early Cystic Fibrosis Lung Disease
Viral Pathogenesis of Early Cystic Fibrosis Lung Disease
Viral Pathogenesis of Early Cystic Fibrosis Lung Disease
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