A unified approach for EIT imaging of regional overdistension and atelectasis in acute lung injury

IEEE Transactions on Medical Imaging

Volumn 31, Issue 3, 2012, Pages 834-842

  Gomez Laberge, Camille ^a   Arnold, John H ^a   Wolf, Gerhard K ^a  

^a BOSTON CHILDREN S HOSPITAL   (United States)

Author keywords

Acute respiratory distress syndrome; electrical impedance tomography; lung imaging

Indexed keywords

ACUTE LUNG INJURY; ACUTE RESPIRATORY DISTRESS SYNDROME; AIRWAY PRESSURES; BREATH DETECTION; COLLABORATIVE RESEARCH; CORRELATION COEFFICIENT; ELECTRICAL IMPEDANCE TOMOGRAPHY; LUNG IMAGING; LUNG INJURY; MECHANICAL VENTILATION; STEPWISE INCREASE; UNIFIED APPROACH; VENTILATION STRATEGY;

DIAGNOSTIC RADIOGRAPHY; ELECTRIC IMPEDANCE; ELECTRIC IMPEDANCE TOMOGRAPHY; RESPIRATORY SYSTEM; VENTILATION;

BIOLOGICAL ORGANS;

DIAGNOSTIC AGENT;

ADULT RESPIRATORY DISTRESS SYNDROME; ALGORITHM; ARTICLE; ATELECTASIS; HUMAN; IMPEDANCE; LUNG; METHODOLOGY; PATHOLOGY; PATHOPHYSIOLOGY; POSITIVE END EXPIRATORY PRESSURE; SENSITIVITY AND SPECIFICITY; TOMOGRAPHY; VENTILATOR INDUCED LUNG INJURY;

ALGORITHMS; ELECTRIC IMPEDANCE; HUMANS; LUNG; POSITIVE-PRESSURE RESPIRATION; PULMONARY ATELECTASIS; RESPIRATORY DISTRESS SYNDROME, ADULT; SENSITIVITY AND SPECIFICITY; TOMOGRAPHY; VENTILATOR-INDUCED LUNG INJURY;

EID: 84857988844     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2012.2183641     Document Type: Article

References (39)

1. L. N. Tremblay and A. S. Slutsky, "Ventilator-induced lung injury: From the bench to the bedside, " Intensive Care Med., vol. 32, pp. 24-33, 2006. (Pubitemid 43039374)
2. L. Gattinoni, A. Protti, P. Caironi, and E. Carlesso, "Ventilator-induced lung injury: The anatomical and physiological framework, " Crit. Care Med., vol. 38, no. 10, pp. S539-S548, 2010.
3. "ARDS Network, "Ventilation with lower tidal volumes as compared with traditional tidal volumes for acute lung injury and the acute respiratory distress syndrome", " N. Eng. J. Med., vol. 342, no. 18, pp. 1301-1308, 2000.
4. R. Brower et al., "Higher versus lower positive end-expiratory pressures in patients with the acute respiratory distress syndrome, " N. Eng. J. Med., vol. 351, no. 4, pp. 327-336, 2004.
5. M. O. Meade et al., "Ventilation strategy using low tidal volumes, recruitment maneuvers, and high positive endexpiratory pressure for acute lung injury and acute respiratory distress syndrome: A randomized conrolled trial, " JAMA, vol. 299, no. 6, pp. 637-645, 2008. (Pubitemid 351252725)
6. A. Mercat et al., "Positive endexpiratory pressure setting in adults with acute lung injury and acute respiratory distress syndrome: A randomized controlled trial, " JAMA, vol. 299, no. 6, pp. 646-655, 2008. (Pubitemid 351252726)
7. L. Gattinoni, P. Caironi, P. Pelosi, and L. R. Goodman, "What has computed tomography taught us about the acute respiratory distress syndrome?, " Am. J. Respir. Crit. CareMed., vol. 164, pp. 1701-1711, 2001. (Pubitemid 33124162)
8. G. K. Wolf and J. H. Arnold, "Regional lung volume changes in children with acute respiratory distress syndrome during a derecruitment maneuver, " Crit. Care Med., vol. 35, pp. 1972-1978, 2007. (Pubitemid 47220375)
9. L. Gattinoni, P. Caironi, M. Cressoni, D. Chiumello, V. M. Ranieri, M. Quintel, S. Russo, N. Patroniti, R. Cornejo, and G. Bugedo, "Lung recruitment in patients with the acute respiratory distress syndrome, " N. Eng. J. Med., vol. 354, pp. 1775-1786, 2006.
10. P. P. Terragni, G. Rosboch, A. Tealdi, E. Corno, E. Menaldo, O. Davini, G. Gandini, P. Herrmann, L. Mascia, M. Quintel, A. S. Slutsky, L. Gattinoni, and V. M. Ranieri, "Tidal hyperinflation during low tidal volume ventilation in acute respiratory distress syndrome, " Am. J. Respir. Crit. CareMed., vol. 175, pp. 160-166, 2007. (Pubitemid 46115087)
11. P. Caironi, M. Cressoni, D. Chiumello, M. Ranieri, M. Quintel, S. G. Russo, R. Cornejo, G. Bugedo, E. Carlesso, R. Russo, L. Caspani, and L. Gattinoni, "Lung opening and closing during ventilation of acute respiratory distress syndrome, " Am. J. Respir. Crit. Care Med., vol. 181, pp. 578-586, 2010.
12. M. Briel, M. Meade, A. Mercat, R. G. Brower, D. Talmor, S. D. Walter, A. S. Slutsky, E. Pullenayegum, Q. Zhou, D. Cook, L. Brochard, J.-C. M. Richard, F. Lamontagne, N. Bhatnagar, T. E. Stewart, and G. Guyatt, "Higher vs lower positive end-expiratory pressure in patients with acute lung injury and acute respiratory distress syndrome: Systematic review and meta-analysis, " JAMA, vol. 303, no. 9, pp. 865-873, 2010.
13. A. Adler, J. H. Arnold, R. Bayford, A. Borsic, B. Brown, P. Dixon, T. J. C. Faes, I. Frerichs, H. Gangon, Y. Gärber, B. Grychtol, G. Hahn, W. R. B. Lionheart, A. Malik, R. P. Patterson, J. Stocks, A. Tizzard, N. Weiler, and G. K. Wolf, "GREIT: A unified approach to 2D linear EIT reconstruction of lung images, " Physiol. Meas., vol. 30, pp. S35-S55, 2009.
14. S. Pulletz, H. R. van Genderingen, G. Schmitz, G. Zick, D. Schädler, J. Scholz, N. Weiler, and I. Frerichs, "Comparison of different methods to define regions of interest for evaluation of regional lung ventilation by EIT, " Physiol. Meas., vol. 27, pp. S115-S127, 2006. (Pubitemid 43890638)
15. E. L. V. Costa, J. B. Borges, A. Melo, F. Suarez-Sipmann, C. Toufen, S. H. Bohm, and M. B. P. Amato, "Bedside estimation of recruitable alveolar collapse and hyperdistension by electrical impedance tomography, " Intensive Care Med., vol. 35, pp. 1132-1137, 2009.
16. G. R. Bernard, A. Artigas, K. L. Brigham, J. Carlet, K. Falke, L. Hudson, M. Lamy, J. R. Legall, A. Morris, and R. Spragg, "The American-European consensus conference on ARDS. Definitions, mechanims, relevant outcomes, and clinical trial coordination, " Am. J. Respir. Crit. Care Med., vol. 149, no. 3, pp. 818-824, 1994. (Pubitemid 24082248)
17. J. B. Borges, V. N. Okamoto, G. F. J. Matos, M. P. R. Caramez, P. R. Arantes, F. Barros, C. E. Souza, J. A. Victorino, R. M. Kacmarek, C. S. V. Barbas, C. R. R. Carvalho, and M. B. P. Amato, "Reversibility of lung collapse and hypoxemia in early acute respiratory distress syndrome, " Am. J. Respir. Crit. Care Med., vol. 174, pp. 268-278, 2006. (Pubitemid 44156605)
18. C. Gómez-Laberge and A. Adler, "Direct EIT Jacobian calculations for conductivity change and electrode movement, " Physiol. Meas., vol. 29, pp. S89-S99, 2008. (Pubitemid 351875540)
19. I. Frerichs, J. Hinz, P. Herrmann, G. Weisser, G. Hahn, T. Dudykevych, M. Quintel, and G. Hellige, "Detection of local lung air content by electrical impedance tomography compared with electron beam CT, " J. Appl. Physiol., vol. 93, pp. 660-666, 2002. (Pubitemid 34810231)
20. J. Hinz, P. Neumann, T. Dudykevych, L. G. Andersson, H. Wrigge, H. Burchardi, and G. Hedenstierna, "Regional ventilation by electrical impedance tomography, " Chest, vol. 124, pp. 314-322, 2003.
21. I. Frerichs, P. A. Dargaville, T. Dudykevych, and P. C. Rimensberger, "Electrical impedance tomography: A method for monitoring regional lung aeration and tidal volume distribution?, " Intensive CareMed., vol. 29, pp. 2312-2316, 2003. (Pubitemid 38030686)
22. M. Soleimani, C. Gómez-Laberge, and A. Adler, "Imaging of conductivity changes and electrode movement in EIT, " Physiol. Meas., vol. 27, pp. S103-S113, 2006. (Pubitemid 43890637)
23. A. Adler and R. Guardo, "Electrical impedance tomography: Regularized imaging and contrast detection, " IEEE Trans. Med. Imag., vol. 15, no. 2, pp. 170-179, Apr. 1996. (Pubitemid 126780309)
24. R. S. Harris, "Pressure-volume curves of the respiratory system, " Respir. Care, vol. 50, no. 1, pp. 78-99, 2005.
25. J. A. Victorino, J. B. Borges, V. N. Okamoto, G. F. J. Matos, M. R. Tucci, M. P. R. Caramez, H. Tanaka, F. S. Sipmann, D. C. B. Santos, C. S. V. Barbas, C. R. R. Carvalho, and M. B. P. Amato, "Imbalances in regional lung ventilation: A validation study on electrical impedance tomography, " Am. J. Respir. Crit. Care Med., vol. 169, pp. 791-800, 2004. (Pubitemid 38402453)
26. G. K. Wolf and J. H. Arnold, "Noninvasive assessment of lung volume: Respiratory inductance plethysmography and electrical impedance tomography, " Crit. Care Med., vol. 33, pp. S163-S169, 2005. (Pubitemid 40365604)
27. T. Meier, H. Luepschen, J. Karsten, T. Leibecke, M. Großherr, H. Gehring, and S. Leonhardt, "Assessment of regional lung recruitment and derecruitment during a PEEP trial based on electrical impedance tomography, " Intensive Care Med., vol. 34, no. 3, pp. 543-550, 2008. (Pubitemid 351623019)
28. H. Wrigge, J. Zinserling, T. Muders, D. Varelmann, U. Gunther, C. Groeben, A. Magnusson, G. Hedenstierna, and C. Putensen, "Electrical impedance tomography compared with thoracic computed tomography during a slow inflation maneuver in experimental models of lung injury, " Crit. Care Med., vol. 36, pp. 903-909, 2008.
29. G. K. Wolf, B. Grychtol, I. Frerichs, D. Zurakowski, and J. H. Arnold, "Regional lung volume changes during high-frequency oscillatory ventilation, " Pediatr. Crit. Care Med., vol. 11, pp. 610-615, 2010.
30. I. G. Bikker, S. Leonhardt, D. R. Miranda, J. Bakker, and D. Gommers, "Bedside measurement of changes in lung impedance to monitor alveolar ventilation in dependent and non-dependent parts by electrical impedance tomography during a positive end-expiratory pressure trial in mechanically ventilated intensive care unit patients, " Critical Care, vol. 14, no. R100, pp. 1-9, 2010.
31. P. A. Dargaville, R. C. Rimensberger, and I. Frerichs, "Regional tidal ventilation and compliance during a stepwise vital capacity manoeuvre, " Intensive Care Med., vol. 36, pp. 1953-1961, 2010.
32. B. Grychtol, G. K. Wolf, A. Adler, and J. H. Arnold, "Towards lung EIT image segmentation: Automatic classification of lung tissue state from analysis of EIT monitored recruitment manoeuvres, " Physiol. Meas., vol. 31, pp. S31-S43, 2010.
33. G. K. Wolf, B. Grychtol, T. Boyd, D. Zurakowski, and J. H. Arnold, "Regional overdistension identified with electrical impedance tomography in the perflubron-treated lung, " Physiol. Meas., vol. 31, pp. S85-S95, 2010.
34. Z. Zhao, D. Steinman, I. Frerichs, J. Guttmann, and K. Möller, "Peep titration guided by ventilation homogeneity: A feasibility study using electrical impedance tomography, " Critical Care, vol. 14, no. R8, pp. 1-8, 2010.
35. K. Lowhagen, S. Lindgren, H. Odenstedt, O. Stenqvist, and S. Lundin, "A new non-radiological method to assess potential lung recruitability: A pilot study in ali patients, " Acta. Anaesthesiol. Scand., vol. 55, pp. 165-174, 2011.
36. A. Adler and W. R. B. Lionheart, "Uses and abuses of EIDORS: An extensible software base for EIT, " Physiol. Meas., vol. 27, pp. S25-S42, 2006. (Pubitemid 43890631)
37. Z. Zhao, K. Möller, D. Steinmann, I. Frerichs, and J. Guttmann, "Evaluation of an electrical impedance tomography-based global inhomogeneity index for pulmonary ventilation distribution, " Intensive Care Med., vol. 35, pp. 1900-1906, 2009.
38. H. Hahn, J. Dittmar, A. Just, M. Quintel, and G. Hellige, "Different approaches for quantifying ventilation distribution and lung tissue properties by functional EIT, " Physiol. Meas., vol. 31, pp. S73-S84, 2010.
39. C. Gómez-Laberge, M. J. Hogan, G. Elke, N. Weiler, I. Frerichs, and A. Adler, "Data-driven classification of ventilated lung tissues using electrical impedance tomography, " Physiol. Meas., vol. 32, pp. 903-915, 2011.