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Published in: Intensive Care Medicine 11/2008

01-11-2008 | Original

Image reconstruction affects computer tomographic assessment of lung hyperinflation

Authors: Andreas W. Reske, Harald Busse, Marcelo B. P. Amato, Matthias Jaekel, Thomas Kahn, Peter Schwarzkopf, Dierk Schreiter, Udo Gottschaldt, Matthias Seiwerts

Published in: Intensive Care Medicine | Issue 11/2008

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Abstract

Objectives

Lung hyperinflation may be assessed by computed tomography (CT). As shown for patients with emphysema, however, CT image reconstruction affects quantification of hyperinflation. We studied the impact of reconstruction parameters on hyperinflation measurements in mechanically ventilated (MV) patients.

Design

Observational analysis.

Setting

A University hospital-affiliated research Unit.

Patients

The patients were MV patients with injured (n = 5) or normal lungs (n = 6), and spontaneously breathing patients (n = 5).

Interventions

None.

Measurements and results

Eight image series involving 3, 5, 7, and 10 mm slices and standard and sharp filters were reconstructed from identical CT raw data. Hyperinflated (V hyper), normally (V normal), poorly (V poor), and nonaerated (V non) volumes were calculated by densitometry as percentage of total lung volume (V total). V hyper obtained with the sharp filter systematically exceeded that with the standard filter showing a median (interquartile range) increment of 138 (62–272) ml corresponding to approximately 4% of V total. In contrast, sharp filtering minimally affected the other subvolumes (V normal, V poor, V non, and V total). Decreasing slice thickness also increased V hyper significantly. When changing from 10 to 3 mm thickness, V hyper increased by a median value of 107 (49–252) ml in parallel with a small and inconsistent increment in V non of 12 (7–16) ml.

Conclusions

Reconstruction parameters significantly affect quantitative CT assessment of V hyper in MV patients. Our observations suggest that sharp filters are inappropriate for this purpose. Thin slices combined with standard filters and more appropriate thresholds (e.g., −950 HU in normal lungs) might improve the detection of V hyper. Different studies on V hyper can only be compared if identical reconstruction parameters were used.
Literature
1.
go back to reference Mull RT (1984) Mass estimates by computed tomography: physical density from CT numbers. AJR Am J Roentgenol 143:1101–1104PubMed Mull RT (1984) Mass estimates by computed tomography: physical density from CT numbers. AJR Am J Roentgenol 143:1101–1104PubMed
2.
go back to reference Dos Santos CC, Slutsky AS (2000) Invited review: mechanisms of ventilator-induced lung injury: a perspective. J Appl Physiol 89:1645–1655PubMed Dos Santos CC, Slutsky AS (2000) Invited review: mechanisms of ventilator-induced lung injury: a perspective. J Appl Physiol 89:1645–1655PubMed
3.
go back to reference Dambrosio M, Roupie E, Mollet JJ, Anglade MC, Vasile N, Lemaire F, Brochard L (1997) Effects of positive end-expiratory pressure and different tidal volumes on alveolar recruitment and hyperinflation. Anesthesiology 87:495–503PubMedCrossRef Dambrosio M, Roupie E, Mollet JJ, Anglade MC, Vasile N, Lemaire F, Brochard L (1997) Effects of positive end-expiratory pressure and different tidal volumes on alveolar recruitment and hyperinflation. Anesthesiology 87:495–503PubMedCrossRef
4.
go back to reference Vieira SR, Puybasset L, Richecoeur J, Lu Q, Cluzel P, Gusman PB, Coriat P, Rouby JJ (1998) A lung computed tomographic assessment of positive end-expiratory pressure-induced lung overdistension. Am J Respir Crit Care Med 158:1571–1577PubMed Vieira SR, Puybasset L, Richecoeur J, Lu Q, Cluzel P, Gusman PB, Coriat P, Rouby JJ (1998) A lung computed tomographic assessment of positive end-expiratory pressure-induced lung overdistension. Am J Respir Crit Care Med 158:1571–1577PubMed
5.
go back to reference Vieira SR, Nieszkowska A, Lu Q, Elman M, Sartorius A, Rouby JJ (2005) Low spatial resolution computed tomography underestimates lung overinflation resulting from positive pressure ventilation. Crit Care Med 33:741–749PubMedCrossRef Vieira SR, Nieszkowska A, Lu Q, Elman M, Sartorius A, Rouby JJ (2005) Low spatial resolution computed tomography underestimates lung overinflation resulting from positive pressure ventilation. Crit Care Med 33:741–749PubMedCrossRef
6.
go back to reference David M, Karmrodt J, Bletz C, David S, Herweling A, Kauczor HU, Markstaller K (2005) Analysis of atelectasis, ventilated, and hyperinflated lung during mechanical ventilation by dynamic CT. Chest 128:3757–3770PubMedCrossRef David M, Karmrodt J, Bletz C, David S, Herweling A, Kauczor HU, Markstaller K (2005) Analysis of atelectasis, ventilated, and hyperinflated lung during mechanical ventilation by dynamic CT. Chest 128:3757–3770PubMedCrossRef
7.
go back to reference Terragni PP, Rosboch G, Tealdi A, Corno E, Menaldo E, Davini O, Gandini G, Herrmann P, Mascia L, Quintel M, Slutsky AS, Gattinoni L, Ranieri VM (2007) Tidal hyperinflation during low tidal volume ventilation in acute respiratory distress syndrome. Am J Respir Crit Care Med 175:160–166PubMedCrossRef Terragni PP, Rosboch G, Tealdi A, Corno E, Menaldo E, Davini O, Gandini G, Herrmann P, Mascia L, Quintel M, Slutsky AS, Gattinoni L, Ranieri VM (2007) Tidal hyperinflation during low tidal volume ventilation in acute respiratory distress syndrome. Am J Respir Crit Care Med 175:160–166PubMedCrossRef
8.
go back to reference Schreiter D, Reske A, Stichert B, Seiwerts M, Bohm SH, Kloeppel R, Josten C (2004) Alveolar recruitment in combination with sufficient positive end-expiratory pressure increases oxygenation and lung aeration in patients with severe chest trauma. Crit Care Med 32:968–975PubMedCrossRef Schreiter D, Reske A, Stichert B, Seiwerts M, Bohm SH, Kloeppel R, Josten C (2004) Alveolar recruitment in combination with sufficient positive end-expiratory pressure increases oxygenation and lung aeration in patients with severe chest trauma. Crit Care Med 32:968–975PubMedCrossRef
9.
go back to reference Carvalho AR, Jandre FC, Pino AV, Bozza FA, Saluh JI, Rodrigues R, Soares JH, Giannella-Neto A (2006) Effects of descending positive end-expiratory pressure on lung mechanics and aeration in healthy anaesthetized piglets. Crit Care 10:R122PubMedCrossRef Carvalho AR, Jandre FC, Pino AV, Bozza FA, Saluh JI, Rodrigues R, Soares JH, Giannella-Neto A (2006) Effects of descending positive end-expiratory pressure on lung mechanics and aeration in healthy anaesthetized piglets. Crit Care 10:R122PubMedCrossRef
10.
go back to reference Malbouisson LM, Muller JC, Constantin JM, Lu Q, Puybasset L, Rouby JJ, CT Scan ARDS Study Group (2001) Computed tomography assessment of positive end-expiratory pressure-induced alveolar recruitment in patients with acute respiratory distress syndrome. Am J Respir Crit Care Med 163:1444–1450PubMed Malbouisson LM, Muller JC, Constantin JM, Lu Q, Puybasset L, Rouby JJ, CT Scan ARDS Study Group (2001) Computed tomography assessment of positive end-expiratory pressure-induced alveolar recruitment in patients with acute respiratory distress syndrome. Am J Respir Crit Care Med 163:1444–1450PubMed
11.
go back to reference Suarez-Sipmann F, Bohm SH, Tusman G, Pesch T, Thamm O, Reissmann H, Reske A, Magnusson A, Hedenstierna G (2007) Use of dynamic compliance for open lung positive end-expiratory pressure titration in an experimental study. Crit Care Med 35:214–221PubMedCrossRef Suarez-Sipmann F, Bohm SH, Tusman G, Pesch T, Thamm O, Reissmann H, Reske A, Magnusson A, Hedenstierna G (2007) Use of dynamic compliance for open lung positive end-expiratory pressure titration in an experimental study. Crit Care Med 35:214–221PubMedCrossRef
12.
go back to reference Borges JB, Okamoto VN, Matos GFJ, Caramez MPR, Arantes PR, Barros F, Souza CE, Victorino JA, Kacmarek RM, Barbas CSV, Carvalho CRR, Amato MBP (2006) Reversibility of lung collapse and hypoxemia in early acute respiratory distress syndrome. Am J Respir Crit Care Med 174:268–278PubMedCrossRef Borges JB, Okamoto VN, Matos GFJ, Caramez MPR, Arantes PR, Barros F, Souza CE, Victorino JA, Kacmarek RM, Barbas CSV, Carvalho CRR, Amato MBP (2006) Reversibility of lung collapse and hypoxemia in early acute respiratory distress syndrome. Am J Respir Crit Care Med 174:268–278PubMedCrossRef
13.
go back to reference Gattinoni L, Caironi P, Cressoni M, Chiumello D, Ranieri VM, Quintel M, Russo S, Patroniti N, Cornejo R, Bugedo G (2006) Lung recruitment in patients with the acute respiratory distress syndrome. N Engl J Med 354:1775–1786PubMedCrossRef Gattinoni L, Caironi P, Cressoni M, Chiumello D, Ranieri VM, Quintel M, Russo S, Patroniti N, Cornejo R, Bugedo G (2006) Lung recruitment in patients with the acute respiratory distress syndrome. N Engl J Med 354:1775–1786PubMedCrossRef
14.
go back to reference Gattinoni L, Caironi P, Pelosi P, Goodman LR (2001) What has computed tomography taught us about the acute respiratory distress syndrome? Am J Respir Crit Care Med 164:1701–1711PubMed Gattinoni L, Caironi P, Pelosi P, Goodman LR (2001) What has computed tomography taught us about the acute respiratory distress syndrome? Am J Respir Crit Care Med 164:1701–1711PubMed
15.
go back to reference Albaiceta GM, Taboada F, Parra D, Luyando LH, Calvo J, Menendez R, Otero J (2004) Tomographic study of the inflection points of the pressure–volume curve in acute lung injury. Am J Respir Crit Care Med 170:1066–1072PubMedCrossRef Albaiceta GM, Taboada F, Parra D, Luyando LH, Calvo J, Menendez R, Otero J (2004) Tomographic study of the inflection points of the pressure–volume curve in acute lung injury. Am J Respir Crit Care Med 170:1066–1072PubMedCrossRef
16.
go back to reference Madani A, Keyzer C, Gevenois PA (2001) Quantitative computed tomography assessment of lung structure and function in pulmonary emphysema. Eur Respir J 18:720–730PubMedCrossRef Madani A, Keyzer C, Gevenois PA (2001) Quantitative computed tomography assessment of lung structure and function in pulmonary emphysema. Eur Respir J 18:720–730PubMedCrossRef
17.
go back to reference Madani A, Keyzer C, Gevenois PA (2004) Computed tomography assessment of lung structure and function in pulmonary emphysema. Eur Respir Mon 30:145–160 Madani A, Keyzer C, Gevenois PA (2004) Computed tomography assessment of lung structure and function in pulmonary emphysema. Eur Respir Mon 30:145–160
18.
go back to reference Madani A, Zanen J, de Maertelaer V, Gevenois PA (2006) Pulmonary emphysema: objective quantification at multi-detector row CT—comparison with macroscopic and microscopic morphometry. Radiology 238:1036–1043PubMedCrossRef Madani A, Zanen J, de Maertelaer V, Gevenois PA (2006) Pulmonary emphysema: objective quantification at multi-detector row CT—comparison with macroscopic and microscopic morphometry. Radiology 238:1036–1043PubMedCrossRef
19.
go back to reference Stoel BC, Stolk J (2004) Optimization and standardization of lung densitometry in the assessment of pulmonary emphysema. Invest Radiol 39:681–688PubMedCrossRef Stoel BC, Stolk J (2004) Optimization and standardization of lung densitometry in the assessment of pulmonary emphysema. Invest Radiol 39:681–688PubMedCrossRef
20.
go back to reference Kemerink GJ, Kruize HH, Lamers RJ (1997) The CT’s sample volume as an approximate, instrumental measure for density resolution in densitometry of the lung. Med Phys 24:1615–1620PubMedCrossRef Kemerink GJ, Kruize HH, Lamers RJ (1997) The CT’s sample volume as an approximate, instrumental measure for density resolution in densitometry of the lung. Med Phys 24:1615–1620PubMedCrossRef
21.
go back to reference Kemerink GJ, Kruize HH, Lamers RJ, van Engelshoven JM (1997) CT lung densitometry: dependence of CT number histograms on sample volume and consequences for scan protocol comparability. J Comput Assist Tomogr 21:948–954PubMedCrossRef Kemerink GJ, Kruize HH, Lamers RJ, van Engelshoven JM (1997) CT lung densitometry: dependence of CT number histograms on sample volume and consequences for scan protocol comparability. J Comput Assist Tomogr 21:948–954PubMedCrossRef
22.
go back to reference Boedeker KL, McNitt-Gray MF, Rogers SR, Truong DA, Brown MS, Gjertson DW, Goldin JG (2004) Emphysema: effect of reconstruction algorithm on CT imaging measures. Radiology 232:295–301PubMedCrossRef Boedeker KL, McNitt-Gray MF, Rogers SR, Truong DA, Brown MS, Gjertson DW, Goldin JG (2004) Emphysema: effect of reconstruction algorithm on CT imaging measures. Radiology 232:295–301PubMedCrossRef
23.
go back to reference Shaker SB, Dirksen A, Laursen LC, Maltbaek N, Christensen L, Sander U, Seersholm N, Skovgaard LT, Nielsen L, Kok-Jensen A (2004) Short-term reproducibility of computed tomography-based lung density measurements in alpha-1 antitrypsin deficiency and smokers with emphysema. Acta Radiol 45:424–430PubMedCrossRef Shaker SB, Dirksen A, Laursen LC, Maltbaek N, Christensen L, Sander U, Seersholm N, Skovgaard LT, Nielsen L, Kok-Jensen A (2004) Short-term reproducibility of computed tomography-based lung density measurements in alpha-1 antitrypsin deficiency and smokers with emphysema. Acta Radiol 45:424–430PubMedCrossRef
24.
go back to reference Parr DG, Stoel BC, Stolk J, Nightingale PG, Stockley RA (2004) Influence of calibration on densitometric studies of emphysema progression using computed tomography. Am J Respir Crit Care Med 170:883–890PubMedCrossRef Parr DG, Stoel BC, Stolk J, Nightingale PG, Stockley RA (2004) Influence of calibration on densitometric studies of emphysema progression using computed tomography. Am J Respir Crit Care Med 170:883–890PubMedCrossRef
25.
go back to reference Newell JD Jr, Hogg JC, Snider GL (2004) Report of a workshop: quantitative computed tomography scanning in longitudinal studies of emphysema. Eur Respir J 23:769–775PubMedCrossRef Newell JD Jr, Hogg JC, Snider GL (2004) Report of a workshop: quantitative computed tomography scanning in longitudinal studies of emphysema. Eur Respir J 23:769–775PubMedCrossRef
26.
go back to reference Stoel BC, Bakker ME, Stolk J, Dirksen A, Stockley RA, Piitulainen E, Russi EW, Reiber JH (2004) Comparison of the sensitivities of 5 different computed tomography scanners for the assessment of the progression of pulmonary emphysema: a phantom study. Invest Radiol 39:1–7PubMedCrossRef Stoel BC, Bakker ME, Stolk J, Dirksen A, Stockley RA, Piitulainen E, Russi EW, Reiber JH (2004) Comparison of the sensitivities of 5 different computed tomography scanners for the assessment of the progression of pulmonary emphysema: a phantom study. Invest Radiol 39:1–7PubMedCrossRef
27.
go back to reference Müller NL, Coxson H (2002) Chronic obstructive pulmonary disease. 4: imaging the lungs in patients with chronic obstructive pulmonary disease. Thorax 57:982–985PubMedCrossRef Müller NL, Coxson H (2002) Chronic obstructive pulmonary disease. 4: imaging the lungs in patients with chronic obstructive pulmonary disease. Thorax 57:982–985PubMedCrossRef
28.
go back to reference Hoffman EA, Reinhardt JM, Sonka M, Simon BA, Guo J, Saba O, Chon D, Samrah S, Shikata H, Tschirren J, Palagyi K, Beck KC, McLennan G (2003) Characterization of the interstitial lung diseases via density-based and texture-based analysis of computed tomography images of lung structure and function. Acad Radiol 10:1104–1118PubMedCrossRef Hoffman EA, Reinhardt JM, Sonka M, Simon BA, Guo J, Saba O, Chon D, Samrah S, Shikata H, Tschirren J, Palagyi K, Beck KC, McLennan G (2003) Characterization of the interstitial lung diseases via density-based and texture-based analysis of computed tomography images of lung structure and function. Acad Radiol 10:1104–1118PubMedCrossRef
29.
go back to reference Hoffman EA, Olson LE (1998) Characteristics of respiratory system complexity captured via X-ray computed tomography. In: Hlastala MP, Robertson HT (eds) Complexity in structure and function of the lung. Marcel Dekker, New York, pp 325–378 Hoffman EA, Olson LE (1998) Characteristics of respiratory system complexity captured via X-ray computed tomography. In: Hlastala MP, Robertson HT (eds) Complexity in structure and function of the lung. Marcel Dekker, New York, pp 325–378
30.
go back to reference Zaporozhan J, Ley S, Weinheimer O, Eberhardt R, Tsakiris I, Noshi Y, Herth F, Kauczor HU (2006) Multi-detector CT of the chest: influence of dose onto quantitative evaluation of severe emphysema: a simulation study. J Comput Assist Tomogr 30:460–468PubMedCrossRef Zaporozhan J, Ley S, Weinheimer O, Eberhardt R, Tsakiris I, Noshi Y, Herth F, Kauczor HU (2006) Multi-detector CT of the chest: influence of dose onto quantitative evaluation of severe emphysema: a simulation study. J Comput Assist Tomogr 30:460–468PubMedCrossRef
31.
go back to reference Zaporozhan J, Ley S, Eberhardt R, Weinheimer O, Iliyushenko S, Herth F, Kauczor HU (2005) Paired inspiratory/expiratory volumetric thin-slice CT scan for emphysema analysis: comparison of different quantitative evaluations and pulmonary function test. Chest 128:3212–3220PubMedCrossRef Zaporozhan J, Ley S, Eberhardt R, Weinheimer O, Iliyushenko S, Herth F, Kauczor HU (2005) Paired inspiratory/expiratory volumetric thin-slice CT scan for emphysema analysis: comparison of different quantitative evaluations and pulmonary function test. Chest 128:3212–3220PubMedCrossRef
32.
go back to reference Madani A, De Maertelaer V, Zanen J, Gevenois PA (2007) Pulmonary emphysema: radiation dose and section thickness at multidetector CT quantification—comparison with macroscopic and microscopic morphometry. Radiology 243:250–257PubMedCrossRef Madani A, De Maertelaer V, Zanen J, Gevenois PA (2007) Pulmonary emphysema: radiation dose and section thickness at multidetector CT quantification—comparison with macroscopic and microscopic morphometry. Radiology 243:250–257PubMedCrossRef
33.
go back to reference Muller NL, Staples CA, Miller RR, Abboud RT (1988) “Density mask”. An objective method to quantitate emphysema using computed tomography. Chest 94:782–787PubMedCrossRef Muller NL, Staples CA, Miller RR, Abboud RT (1988) “Density mask”. An objective method to quantitate emphysema using computed tomography. Chest 94:782–787PubMedCrossRef
34.
go back to reference Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1(8476):307–310PubMed Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1(8476):307–310PubMed
35.
go back to reference Dewitte K, Fierens C, Stöckl D, Thienpont LM (2002) Application of the Bland–Altman plot for interpretation of method-comparison studies: a critical investigation of its practice. Clin Chem 48:799–801PubMed Dewitte K, Fierens C, Stöckl D, Thienpont LM (2002) Application of the Bland–Altman plot for interpretation of method-comparison studies: a critical investigation of its practice. Clin Chem 48:799–801PubMed
36.
go back to reference Marsh S, Aldington S, Williams MV, Nowitz MR, Kingzett-Taylor A, Weatherall M, Shirtcliffe PM, McNaughton AA, Pritchard A, Beasley R (2007) Utility of lung density measurements in the diagnosis of emphysema. Respir Med 101:1512–1520PubMedCrossRef Marsh S, Aldington S, Williams MV, Nowitz MR, Kingzett-Taylor A, Weatherall M, Shirtcliffe PM, McNaughton AA, Pritchard A, Beasley R (2007) Utility of lung density measurements in the diagnosis of emphysema. Respir Med 101:1512–1520PubMedCrossRef
37.
go back to reference Litzlbauer HD, Neuhaeuser C, Moell A, Greschus S, Breithecker A, Franke FE, Kummer W, Rau WS (2006) Three-dimensional imaging and morphometric analysis of alveolar tissue from microfocal X-ray-computed to mography. Am J Physiol Lung Cell Mol Physiol 291:L535–L545PubMedCrossRef Litzlbauer HD, Neuhaeuser C, Moell A, Greschus S, Breithecker A, Franke FE, Kummer W, Rau WS (2006) Three-dimensional imaging and morphometric analysis of alveolar tissue from microfocal X-ray-computed to mography. Am J Physiol Lung Cell Mol Physiol 291:L535–L545PubMedCrossRef
38.
go back to reference Mitsunobu F, Ashida K, Hosaki Y, Tsugeno H, Okamoto M, Nishida N, Nagata T, Takata S, Tanizaki Y (2003) Decreased computed tomographic lung density during exacerbation of asthma. Eur Respir J 22:106–112PubMedCrossRef Mitsunobu F, Ashida K, Hosaki Y, Tsugeno H, Okamoto M, Nishida N, Nagata T, Takata S, Tanizaki Y (2003) Decreased computed tomographic lung density during exacerbation of asthma. Eur Respir J 22:106–112PubMedCrossRef
39.
go back to reference Gevenois PA, De Vuyst P, de Maertelaer V, Zanen J, Jacobovitz D, Cosio MG, Yernault JC (1996) Comparison of computed density and microscopic morphometry in pulmonary emphysema. Am J Respir Crit Care Med 154:187–192PubMed Gevenois PA, De Vuyst P, de Maertelaer V, Zanen J, Jacobovitz D, Cosio MG, Yernault JC (1996) Comparison of computed density and microscopic morphometry in pulmonary emphysema. Am J Respir Crit Care Med 154:187–192PubMed
40.
go back to reference Tusman G, Suarez-Sipmann F, Böhm SH, Pech T, Reissmann H, Meschino G, Scandurra A, Hedenstierna G (2006) Monitoring dead space during recruitment and PEEP titration in an experimental model. Intensive Care Med 32:1863–1871PubMedCrossRef Tusman G, Suarez-Sipmann F, Böhm SH, Pech T, Reissmann H, Meschino G, Scandurra A, Hedenstierna G (2006) Monitoring dead space during recruitment and PEEP titration in an experimental model. Intensive Care Med 32:1863–1871PubMedCrossRef
41.
go back to reference Grasso S, Stripoli T, De Michele M, Bruno F, Moschetta M, Angelelli G, Munno I, Ruggiero V, Anaclerio R, Cafarelli A, Driessen B, Fiore T (2007) ARDSnet ventilatory protocol and alveolar hyperinflation: role of positive end-expiratory pressure. Am J Respir Crit Care Med 176:761–767PubMedCrossRef Grasso S, Stripoli T, De Michele M, Bruno F, Moschetta M, Angelelli G, Munno I, Ruggiero V, Anaclerio R, Cafarelli A, Driessen B, Fiore T (2007) ARDSnet ventilatory protocol and alveolar hyperinflation: role of positive end-expiratory pressure. Am J Respir Crit Care Med 176:761–767PubMedCrossRef
Metadata
Title
Image reconstruction affects computer tomographic assessment of lung hyperinflation
Authors
Andreas W. Reske
Harald Busse
Marcelo B. P. Amato
Matthias Jaekel
Thomas Kahn
Peter Schwarzkopf
Dierk Schreiter
Udo Gottschaldt
Matthias Seiwerts
Publication date
01-11-2008
Publisher
Springer-Verlag
Published in
Intensive Care Medicine / Issue 11/2008
Print ISSN: 0342-4642
Electronic ISSN: 1432-1238
DOI
https://doi.org/10.1007/s00134-008-1175-8

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