Computer-aided Detection of Small Pulmonary Nodules in Chest Radiographs. An Observer Study.

Academic Radiology

Volumn 18, Issue 12, 2011, Pages 1507-1514

  De Boo, Diederick W ^a   Uffmann, Martin ^b   Weber, Michael ^b   Bipat, Shandra ^a   Boorsma, Eelco F ^a   Scheerder, Maeke J ^a   Freling, Nicole J ^a   Schaefer Prokop, Cornelia M ^a,c  

^a ACADEMIC MEDICAL CENTER   (Netherlands)

^b UNIVERSITY OF VIENNA   (Austria)

^c MEANDER MEDICAL CENTER   (Netherlands)

Author keywords

Chest radiography; Computer aided detection; Lung nodule

Indexed keywords

ADOLESCENT; ADULT; AGED; ARTICLE; COMPUTER ASSISTED DIAGNOSIS; COMPUTER ASSISTED TOMOGRAPHY; CONTROLLED STUDY; FALSE POSITIVE RESULT; FEMALE; HUMAN; IMAGE PROCESSING; IMAGE QUALITY; INSTITUTIONAL REVIEW; LUNG NODULE; MAJOR CLINICAL STUDY; MALE; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; THORAX RADIOGRAPHY; TUMOR VOLUME;

ADOLESCENT; ADULT; AGED; AGED, 80 AND OVER; CLINICAL COMPETENCE; DIAGNOSIS, COMPUTER-ASSISTED; FALSE POSITIVE REACTIONS; FEMALE; HUMANS; MALE; MIDDLE AGED; MULTIPLE PULMONARY NODULES; OBSERVER VARIATION; RADIOGRAPHY, THORACIC; SENSITIVITY AND SPECIFICITY; YOUNG ADULT;

EID: 80055109900     PISSN: 10766332     EISSN: 18784046     Source Type: Journal    
DOI: 10.1016/j.acra.2011.08.008     Document Type: Article

References (27)

1. Muhm J.R., Miller W.E., Fontana R.S., et al. Lung cancer detected during a screening program using 4-month chest radiographs. Radiology 1983, 148:609-615.
2. Heelan R.T., Flehinger B.J., Melamed M.R., et al. Non-small-cell lung cancer: results of the New York screening program. Radiology 1984, 151:289-293.
3. Austin J.H., Romney B.M., Goldsmith L.S. Missed bronchogenic carcinoma: radiographic findings in 27 patients with potentially resectable lesion evident in retrospect. Radiology 1992, 182:115-122.
4. Quekel L.G., Kessels A.G., Goei R., et al. Miss rate of lung cancer on the chest radiograph in clinical practice. Chest 1999, 115:720-724.
5. Monnier-Cholley L., Arrivé L., Porcel A., et al. Characteristics of missed lung cancer on chest radiographs: a French experience. Eur Radiol 2001, 11:597-605.
6. Shah P.K., Austin J.H., White C.S., et al. Missed non-small cell lung cancers: radiographic findings of potentially resectable lesions evident only in retrospect. Radiology 2003, 226:235-241.
7. Wu H.M., Gotway M.B., Lee T.J., et al. Features of non-small cell lung carcinomas overlooked at digital chest radiography. Clinical Radiol 2008, 63:518-528.
8. Li F., Engelmann R., Metz C.E., et al. Lung cancers missed on chest radiographs: results obtained with a commercial computer-aided detection program. Radiology 2008, 246:273-280.
9. Van Beek E.J., Mullan B., Thompson B. Evaluation of a real-time interactive pulmonary nodule analysis system on chest digital radiographic images: a prospective study. Acad Radiol 2008, 15:571-575.
10. Bley T.A., Baumann T., Saueressig U., et al. Comparison of radiologist and CAD performance in the detection of CT-confirmed subtle pulmonary nodules on digital chest radiographs. Invest Radiol 2008, 43:343-348.
11. White C.S., Flukinger T., Jeudy J., et al. Use of a computer-aided detection system to detect missed lung cancer at chest radiography. Radiology 2009, 252:273-281.
12. Sakai S., Soeda H., Takahashi N., et al. Computer-aided detection on digital chest radiography: validation test on consecutive T1 cases of resectable lung cancer. J Digit Imaging 2006, 19:376-382.
13. Hardie R.C., Rogers S.K., Wilson T., et al. Performance analysis of a new computer aided detection system for identifying lung nodules on chest radiographs. Med Image Anal 2008, 12:240-258.
14. Gückel C., Hansell D.M. Imaging the 'dirty lung'-has high resolution computed tomography cleared the smoke?. Clin Radiol 1998, 53:717-722.
15. Chakraborty D.P., Berbaum K.S. Observer studies involving detection and localization: modeling, analysis, and validation. Med Phys 2004, 31:2313-2330.
16. Chakraborty D.P. Analysis of location specific observer performance data: validated extensions of the jackknife free-response (JAFROC) method. Acad Radiol 2006, 13:1187-1193.
17. Vikgren J., Zachrisson S., Svalkvist A., et al. Comparison of chest tomosynthesis and chest radiography for the detection of pulmonary nodules: human observer study of clinical cases. Radiology 2008, 249:1034-1041.
18. Szucs-Farkas Z., Patak M.A., Yuksel-Hatz S., et al. Improved detection of pulmonary nodules on energy-subtracted chest radiographs with a commercial computer-aided diagnosis software: comparison with human observers. Eur Radiol 2010, 20:1289-1296.
19. Balkman J.D., Mehandru S., DuPont E., et al. Dual energy subtraction digital radiography improves performance of a next generation computer-aided detection program. J Thoracic Imaging 2010, 25:41-47.
20. Samulski M., Hupse R., Boetes C., et al. Using computer-aided detection in mammography as a decision support. Eur Radiol 2010, 20:2323-2330.
21. Song W., Fan L., Xie Y., et al. A study of inter-observer variations of pulmonary nodule marking and characterizing on DR images. Proc SPIE 2005, 5749:272-280.
22. Kasai S., Li F., Shiraishi J., et al. Usefulness of computer-aided diagnosis schemes for vertebral fractures and lung nodules on chest radiographs. AJR Am J Roentgenol 2008, 191:260-265.
23. MacMahon H., Engelmann R., Behlen F.M., et al. Computer-aided diagnosis of pulmonary nodules: results of a large scale observer test. Radiology 1999, 213:723-726.
24. Freedman M.T., Lo S.C.B., Osicka T., et al. Computer-aided detection of lung cancer on chest radiographs: effect of machine CAD false-positive locations on radiologists' behavior. Proc SPIE 2002, 4684:1311-1319.
25. Shiraishi J., Abe H., Li F., et al. Computer-aided diagnosis for the detection and classification of lung cancers on chest radiographs: ROC analysis of radiologists' performance. Acad Radiol 2006, 13:995-1003.
26. de Hoop B., De Boo D.W., Gietema H.A., et al. Computer-aided detection of lung cancer on chest radiographs: effect on observer performance. Radiology 2010, 257:532-540.
27. Nishikawa R. Increased CAD use prompts look at advantages, drawbacks. RSNA News February 2007. http://www.rsna.org/Publications/rsnanews/feb07/upload/RSNANews_Feb07_CAD_Usage.pdf.