Skip to main content
Top
Published in: European Radiology 4/2010

Open Access 01-04-2010 | Chest

Computer-assisted detection of pulmonary embolism: evaluation of pulmonary CT angiograms performed in an on-call setting

Authors: Rianne Wittenberg, Joost F. Peters, Jeroen J. Sonnemans, Mathias Prokop, Cornelia M. Schaefer-Prokop

Published in: European Radiology | Issue 4/2010

Login to get access

Abstract

Purpose

The purpose of the study was to assess the stand-alone performance of computer-assisted detection (CAD) for evaluation of pulmonary CT angiograms (CTPA) performed in an on-call setting.

Methods

In this institutional review board-approved study, we retrospectively included 292 consecutive CTPA performed during night shifts and weekends over a period of 16 months. Original reports were compared with a dedicated CAD system for pulmonary emboli (PE). A reference standard for the presence of PE was established using independent evaluation by two readers and consultation of a third experienced radiologist in discordant cases.

Results

Original reports had described 225 negative studies and 67 positive studies for PE. CAD found PE in seven patients originally reported as negative but identified by independent evaluation: emboli were located in segmental (n = 2) and subsegmental arteries (n = 5). The negative predictive value (NPV) of the CAD algorithm was 92% (44/48). On average there were 4.7 false positives (FP) per examination (median 2, range 0–42). In 72% of studies ≤5 FP were found, 13% of studies had ≥10 FP.

Conclusion

CAD identified small emboli originally missed under clinical conditions and found 93% of the isolated subsegmental emboli. On average there were 4.7 FP per examination.
Literature
1.
go back to reference British Thoracic Society (2003) British Thoracic Society guidelines for the management of suspected acute pulmonary embolism. Thorax 58:470–483CrossRef British Thoracic Society (2003) British Thoracic Society guidelines for the management of suspected acute pulmonary embolism. Thorax 58:470–483CrossRef
2.
go back to reference Olin JW (2002) Pulmonary embolism. Rev Cardiovasc Med 3(Suppl 2):S68–S75PubMed Olin JW (2002) Pulmonary embolism. Rev Cardiovasc Med 3(Suppl 2):S68–S75PubMed
4.
go back to reference Coche E, Pawlak S, Dechambre S et al (2003) Peripheral pulmonary arteries: identification at multi-slice spiral CT with 3D reconstruction. Eur Radiol 13:815–822PubMed Coche E, Pawlak S, Dechambre S et al (2003) Peripheral pulmonary arteries: identification at multi-slice spiral CT with 3D reconstruction. Eur Radiol 13:815–822PubMed
5.
go back to reference Ghaye B, Szapiro D, Mastora I et al (2001) Peripheral pulmonary arteries: how far in the lung does multi-detector row spiral CT allow analysis? Radiology 219:629–636PubMed Ghaye B, Szapiro D, Mastora I et al (2001) Peripheral pulmonary arteries: how far in the lung does multi-detector row spiral CT allow analysis? Radiology 219:629–636PubMed
6.
go back to reference Remy-Jardin M, Remy J, Artaud D et al (1997) Peripheral pulmonary arteries: optimization of the spiral CT acquisition protocol. Radiology 204:157–163PubMed Remy-Jardin M, Remy J, Artaud D et al (1997) Peripheral pulmonary arteries: optimization of the spiral CT acquisition protocol. Radiology 204:157–163PubMed
7.
go back to reference Remy-Jardin M, Tillie-Leblond I, Szapiro D et al (2002) CT angiography of pulmonary embolism in patients with underlying respiratory disease: impact of multislice CT on image quality and negative predictive value. Eur Radiol 12:1971–1978PubMed Remy-Jardin M, Tillie-Leblond I, Szapiro D et al (2002) CT angiography of pulmonary embolism in patients with underlying respiratory disease: impact of multislice CT on image quality and negative predictive value. Eur Radiol 12:1971–1978PubMed
8.
go back to reference Schoepf UJ, Costello P (2004) CT angiography for diagnosis of pulmonary embolism: state of the art. Radiology 230:329–337CrossRefPubMed Schoepf UJ, Costello P (2004) CT angiography for diagnosis of pulmonary embolism: state of the art. Radiology 230:329–337CrossRefPubMed
9.
go back to reference Schoepf UJ, Holzknecht N, Helmberger TK et al (2002) Subsegmental pulmonary emboli: improved detection with thin-collimation multi-detector row spiral CT. Radiology 222:483–490CrossRefPubMed Schoepf UJ, Holzknecht N, Helmberger TK et al (2002) Subsegmental pulmonary emboli: improved detection with thin-collimation multi-detector row spiral CT. Radiology 222:483–490CrossRefPubMed
10.
go back to reference Torbicki A, Perrier A, Konstantinides S et al (2008) Guidelines on the diagnosis and management of acute pulmonary embolism: the task force for the diagnosis and management of acute pulmonary embolism of the European Society of Cardiology (ESC). Eur Heart J 29:2276–2315CrossRefPubMed Torbicki A, Perrier A, Konstantinides S et al (2008) Guidelines on the diagnosis and management of acute pulmonary embolism: the task force for the diagnosis and management of acute pulmonary embolism of the European Society of Cardiology (ESC). Eur Heart J 29:2276–2315CrossRefPubMed
11.
go back to reference van Belle A, Buller HR, Huisman MV et al (2006) Effectiveness of managing suspected pulmonary embolism using an algorithm combining clinical probability, D-dimer testing, and computed tomography. JAMA 295:172–179CrossRefPubMed van Belle A, Buller HR, Huisman MV et al (2006) Effectiveness of managing suspected pulmonary embolism using an algorithm combining clinical probability, D-dimer testing, and computed tomography. JAMA 295:172–179CrossRefPubMed
12.
go back to reference Chan HP, Hadjiiski L, Zhou C et al (2008) Computer-aided diagnosis of lung cancer and pulmonary embolism in computed tomography - a review. Acad Radiol 15:535–555CrossRefPubMed Chan HP, Hadjiiski L, Zhou C et al (2008) Computer-aided diagnosis of lung cancer and pulmonary embolism in computed tomography - a review. Acad Radiol 15:535–555CrossRefPubMed
13.
go back to reference Schaefer-Prokop C, Prokop M (2005) MDCT for the diagnosis of acute pulmonary embolism. Eur Radiol 15(Suppl 4):D37–D41PubMed Schaefer-Prokop C, Prokop M (2005) MDCT for the diagnosis of acute pulmonary embolism. Eur Radiol 15(Suppl 4):D37–D41PubMed
14.
go back to reference Boyden E (1955) Segmental anatomy of the lungs. McGraw-Hill, New York Boyden E (1955) Segmental anatomy of the lungs. McGraw-Hill, New York
15.
go back to reference Jackson C, Huber J (1943) Correlated applied anatomy of the bronchial tree and lungs with a system of nomenclature. Dis Chest 9:319–326CrossRef Jackson C, Huber J (1943) Correlated applied anatomy of the bronchial tree and lungs with a system of nomenclature. Dis Chest 9:319–326CrossRef
16.
go back to reference Buelow T, Wiemker R, Blaffert T et al (2005) Automatic extraction of the pulmonary artery tree from multi-slice CT data. Proc SPIE 5746:730–740CrossRef Buelow T, Wiemker R, Blaffert T et al (2005) Automatic extraction of the pulmonary artery tree from multi-slice CT data. Proc SPIE 5746:730–740CrossRef
17.
go back to reference Engelke C, Schmidt S, Bakai A et al (2008) Computer-assisted detection of pulmonary embolism: performance evaluation in consensus with experienced and inexperienced chest radiologists. Eur Radiol 18:298–307CrossRefPubMed Engelke C, Schmidt S, Bakai A et al (2008) Computer-assisted detection of pulmonary embolism: performance evaluation in consensus with experienced and inexperienced chest radiologists. Eur Radiol 18:298–307CrossRefPubMed
18.
go back to reference Das M, Muhlenbruch G, Helm A et al (2008) Computer-aided detection of pulmonary embolism: influence on radiologists’ detection performance with respect to vessel segments. Eur Radiol 18:1350–1355CrossRefPubMed Das M, Muhlenbruch G, Helm A et al (2008) Computer-aided detection of pulmonary embolism: influence on radiologists’ detection performance with respect to vessel segments. Eur Radiol 18:1350–1355CrossRefPubMed
19.
go back to reference Zhou C, Chan HP, Patel S et al (2005) Preliminary investigation of computer-aided detection of pulmonary embolism in three-dimensional computed tomography pulmonary angiography images. Acad Radiol 12:782–792CrossRefPubMed Zhou C, Chan HP, Patel S et al (2005) Preliminary investigation of computer-aided detection of pulmonary embolism in three-dimensional computed tomography pulmonary angiography images. Acad Radiol 12:782–792CrossRefPubMed
20.
go back to reference Walsham AC, Roberts HC, Kashani HM et al (2008) The use of computer-aided detection for the assessment of pulmonary arterial filling defects at computed tomographic angiography. J Comput Assist Tomogr 32:913–918CrossRefPubMed Walsham AC, Roberts HC, Kashani HM et al (2008) The use of computer-aided detection for the assessment of pulmonary arterial filling defects at computed tomographic angiography. J Comput Assist Tomogr 32:913–918CrossRefPubMed
Metadata
Title
Computer-assisted detection of pulmonary embolism: evaluation of pulmonary CT angiograms performed in an on-call setting
Authors
Rianne Wittenberg
Joost F. Peters
Jeroen J. Sonnemans
Mathias Prokop
Cornelia M. Schaefer-Prokop
Publication date
01-04-2010
Publisher
Springer-Verlag
Published in
European Radiology / Issue 4/2010
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-009-1628-7

Other articles of this Issue 4/2010

European Radiology 4/2010 Go to the issue