Image-based measurement of alveoli volume expansion in an animal model of a diseased lung

Christopher E. Hann, Darren Hewett, J. Geoffrey Chase, Timon Rabczuk, Ashwath Sundaresan, Xiaoqi Chen, Wenhui Wang, Geoffrey M. Shaw

Research output: Contribution to journalArticle

Abstract

This research aims to improve ventilation protocols in critical care by using appropriate computer models that take into account the essential lung mechanics. This paper automatically tracks the boundary of individual or groups of alveoli, and converts this into a pressure volume curve for three different types of alveoli. Schiller et al. investigate the inflation and deflation of alveoli in a surfactant deactivation model of lung injury in pigs. Three different types of alveoli were tracked using dynamic ventilation data from Schiller et al. The boundaries of all the tracked alveoli compared well visually to the movies. Pressure versus area curves were derived for both inflation and deflation, they captured the expected physiological behaviour, and were qualitatively similar to the quasi-static pressure area curves derived by Schiller et al. Quantitative differences are due to the dynamic effects of ventilation which were not investigated by Schiller et al.

Original languageEnglish
Pages (from-to)58-65
Number of pages8
JournalInternational Journal of Computer Applications in Technology
Volume39
Issue number1-3
DOIs
Publication statusPublished - 2010 Aug

Keywords

  • Alveoli
  • Computer models
  • Critical care
  • Mechanical ventilation
  • Tracking algorithm

ASJC Scopus subject areas

  • Software
  • Information Systems
  • Computer Science Applications
  • Computer Networks and Communications
  • Industrial and Manufacturing Engineering
  • Electrical and Electronic Engineering

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  • Cite this

    Hann, C. E., Hewett, D., Chase, J. G., Rabczuk, T., Sundaresan, A., Chen, X., Wang, W., & Shaw, G. M. (2010). Image-based measurement of alveoli volume expansion in an animal model of a diseased lung. International Journal of Computer Applications in Technology, 39(1-3), 58-65. https://doi.org/10.1504/IJCAT.2010.034731