Screening for Lung Cancer with Digital Chest Radiography: Sensitivity and Number of Secondary Work-up CT Examinations

被引:40
作者
de Hoop, Bartjan [1 ]
Schaefer-Prokop, Cornelia [3 ,4 ]
Gietema, Hester A. [1 ,3 ]
de Jong, Pim A. [1 ]
van Ginneken, Bram [2 ]
van Klaveren, Rob J. [5 ]
Prokop, Mathias [1 ]
机构
[1] Univ Med Ctr, Dept Radiol, NL-3584 CX Utrecht, Netherlands
[2] Univ Med Ctr, Image Sci Inst, NL-3584 CX Utrecht, Netherlands
[3] Meander Med Ctr, Dept Radiol, Amersfoort, Netherlands
[4] Univ Amsterdam, Acad Med Ctr, Dept Radiol, NL-1105 AZ Amsterdam, Netherlands
[5] Erasmus MC, Dept Pulmonol, Rotterdam, Netherlands
关键词
FLAT-PANEL DETECTOR; OBSERVER PERFORMANCE; CONVENTIONAL RADIOGRAPHY; MANAGEMENT; NODULES; LOCALIZATION; RADIOLOGISTS; SPECIFICITY; POPULATION; DIAGNOSIS;
D O I
10.1148/radiol.09091308
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To estimate the performance of digital chest radiography for detection of lung cancer. Materials and Methods: The study had ethics committee approval, and a nested case-control design was used and included 55 patients with lung cancer detected at computed tomography (CT) and confirmed with histologic examination and a sample of 72 of 4873 control subjects without nodules at CT. All patients underwent direct-detector digital chest radiography in two projections within 2 months of the screening CT. Four radiologists with varying experience identified and localized potential cancers on chest radiographs by using a confidence scale of level 1 (no lesion) to 5 (definite lesion). Localization receiver operating characteristic (ROC) analysis was performed. On the basis of the assumption that suspicious lesions seen at chest radiography would lead to further work-up with CT, the number of work-up CT examinations per detected cancer (CT examinations per cancer) was calculated at various confidence levels for the screening population (cancer rate in study population, 1.3%). Results: Tumor size ranged from 6.8 to 50.7 mm (median, 11.8 mm). Areas under the localization ROC curve ranged from 0.52 to 0.69. Detection rates substantially varied with the observers' experience and confidence level: At a confidence level of 5, detection rates ranged from 18% at one CT examination per cancer to 53% at 13 CT examinations per cancer. At a confidence level of 2 or higher, detection rates ranged from 94% at 62 CT examinations per cancer to 78% at 44 CT examinations per cancer. Conclusion: A detection rate of 94% for lung tumors with a diameter of 6.8-50.7 mm found at CT screening was achievable with chest radiography only at the expense of a high false-positive rate and an excessive number of work-up CT examinations. Detection performance is strongly observer dependent. (C) RSNA, 2010
引用
收藏
页码:629 / 637
页数:9
相关论文
共 26 条
  • [1] Pulmonary nodules at chest CT: Effect of computer-aided diagnosis on radiologists' detection performance
    Awai, K
    Murao, K
    Ozawa, A
    Komi, M
    Hayakawa, H
    Hori, S
    Nishimura, Y
    [J]. RADIOLOGY, 2004, 230 (02) : 347 - 352
  • [2] Advantages of the nested case-control design in diagnostic research
    Biesheuvel, Cornelis J.
    Vergouwe, Yvonne
    Oudega, Ruud
    Hoes, Arno W.
    Grobbee, Diederick E.
    Moons, Karel Gm
    [J]. BMC MEDICAL RESEARCH METHODOLOGY, 2008, 8 (1)
  • [3] Observer studies involving detection and localization: Modeling, analysis, and validation
    Chakraborty, DP
    Berbaum, KS
    [J]. MEDICAL PHYSICS, 2004, 31 (08) : 2313 - 2330
  • [4] Context bias - A problem in diagnostic radiology
    Egglin, TKP
    Feinstein, AR
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1996, 276 (21): : 1752 - 1755
  • [5] Clinical comparative study with a large-area amorphous silicon flat-panel detector: Image quality and visibility of anatomic structures on chest radiography
    Fink, C
    Hallscheidt, PJ
    Noeldge, G
    Kampschulte, A
    Radeleff, B
    Hosch, WP
    Kauffmann, GW
    Hansmann, J
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 2002, 178 (02) : 481 - 486
  • [6] Flehinger B J, 1994, Chest Surg Clin N Am, V4, P1
  • [7] Digital radiography versus conventional radiography in chest imaging:: Diagnostic performance of a large-area silicon flat-panel detector in a clinical CT-controlled study
    Garmer, M
    Hennigs, SP
    Jäger, HJ
    Schrick, F
    van de Loo, T
    Jacobs, A
    Hanusch, A
    Christmann, A
    Mathias, K
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 2000, 174 (01) : 75 - 80
  • [8] Gavelli G, 2000, CANCER, V89, P2453, DOI 10.1002/1097-0142(20001201)89:11+<2453::AID-CNCR21>3.3.CO
  • [9] 2-D
  • [10] Digital chest radiography with a large-area flat-panel silicon X-ray detector: clinical comparison with conventional radiography
    Hennigs, SP
    Garmer, M
    Jaeger, HJ
    Classen, R
    Jacobs, A
    Gissler, HM
    Christmann, A
    Mathias, K
    [J]. EUROPEAN RADIOLOGY, 2001, 11 (09) : 1688 - 1696