DocumentCode :
1419096
Title :
A Unified Approach for EIT Imaging of Regional Overdistension and Atelectasis in Acute Lung Injury
Author :
Gómez-Laberge, Camille ; Arnold, John H. ; Wolf, Gerhard K.
Author_Institution :
Med. Sch., Dept. of Anesthesiology, Harvard Univ., Boston, MA, USA
Volume :
31
Issue :
3
fYear :
2012
fDate :
3/1/2012 12:00:00 AM
Firstpage :
834
Lastpage :
842
Abstract :
Patients with acute lung injury or acute respiratory distress syndrome (ALI/ARDS) are vulnerable to ventilator-induced lung injury. Although this syndrome affects the lung heterogeneously, mechanical ventilation is not guided by regional indicators of potential lung injury. We used electrical impedance tomography (EIT) to estimate the extent of regional lung overdistension and atelectasis during mechanical ventilation. Techniques for tidal breath detection, lung identification, and regional compliance estimation were combined with the Graz consensus on EIT lung imaging (GREIT) algorithm. Nine ALI/ARDS patients were monitored during stepwise increases and decreases in airway pressure. Our method detected individual breaths with 96.0% sensitivity and 97.6% specificity. The duration and volume of tidal breaths erred on average by 0.2 s and 5%, respectively. Respiratory system compliance from EIT and ventilator measurements had a correlation coefficient of 0.80. Stepwise increases in pressure could reverse atelectasis in 17% of the lung. At the highest pressures, 73% of the lung became overdistended. During stepwise decreases in pressure, previously-atelectatic regions remained open at sub-baseline pressures. We recommend that the proposed approach be used in collaborative research of EIT-guided ventilation strategies for ALI/ARDS.
Keywords :
electric impedance imaging; estimation theory; lung; medical image processing; pneumodynamics; tomography; ventilation; EIT imaging; Graz consensus; acute lung injury; acute respiratory distress syndrome; airway pressure; atelectasis; electrical impedance tomography; lung identification; mechanical ventilation; regional compliance estimation; regional overdistension; respiratory system compliance; tidal breath detection; tidal breaths; ventilator-induced lung injury; Electrodes; Lungs; Protocols; Recruitment; Tomography; Ventilation; Water; Acute respiratory distress syndrome; electrical impedance tomography; lung imaging; Algorithms; Electric Impedance; Humans; Lung; Positive-Pressure Respiration; Pulmonary Atelectasis; Respiratory Distress Syndrome, Adult; Sensitivity and Specificity; Tomography; Ventilator-Induced Lung Injury;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2012.2183641
Filename :
6127914
Link To Document :
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