Computer-aided detection of malignant lung nodules on chest radiographs: Effect on Observers' performance

Korean Journal of Radiology

Volumn 13, Issue 5, 2012, Pages 564-571

  Lee, Kyung Hee ^a   Goo, Jin Mo ^a,b   Park, Chang Min ^a,b   Lee, Hyun Ju ^a   Jin, Kwang Nam ^a  

^a Seoul National University College of Medicine   (South Korea)

^b Seoul National University   (South Korea)

Author keywords

Chest radiograph; Computer aided detection; Lung cancer; Lung nodules

Indexed keywords

ADULT; AGED; CANCER DIAGNOSIS; COMPUTER ASSISTED RADIOGRAPHY; COMPUTER ASSISTED TOMOGRAPHY; CONTROLLED STUDY; DIAGNOSTIC IMAGING; FEMALE; HISTOPATHOLOGY; HUMAN; HUMAN TISSUE; IMAGE ANALYSIS; IMAGE QUALITY; IMAGING SYSTEM; LUNG NODULE; MAJOR CLINICAL STUDY; MALE; MALIGNANT NEOPLASTIC DISEASE; PICTURE ARCHIVING AND COMMUNICATION SYSTEM; RECEIVER OPERATING CHARACTERISTIC; RETROSPECTIVE STUDY; REVIEW; SENSITIVITY ANALYSIS; THORAX RADIOGRAPHY; TUMOR VOLUME;

AGED; ALGORITHMS; DIAGNOSIS, COMPUTER-ASSISTED; DIAGNOSIS, DIFFERENTIAL; FEMALE; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; LUNG NEOPLASMS; MALE; MIDDLE AGED; OBSERVER VARIATION; RADIOGRAPHY, THORACIC; REPRODUCIBILITY OF RESULTS; ROC CURVE; TOMOGRAPHY, X-RAY COMPUTED;

EID: 84866253416     PISSN: 12296929     EISSN: None     Source Type: Journal    
DOI: 10.3348/kjr.2012.13.5.564     Document Type: Review

References (19)

1. Muhm JR, Miller WE, Fontana RS, Sanderson DR, Uhlenhopp MA. Lung cancer detected during a screening program using four-month chest radiographs. Radiology 1983;148:609-615
2. Austin JH, Romney BM, Goldsmith LS. Missed bronchogenic carcinoma: radiographic findings in 27 patients with a potentially resectable lesion evident in retrospect. Radiology 1992;182:115-122
3. Monnier-Cholley L, Arrivé L, Porcel A, Shehata K, Dahan H, Urban T, et al. Characteristics of missed lung cancer on chest radiographs: a French experience. Eur Radiol 2001;11:597-605
4. Quekel LG, Kessels AG, Goei R, van Engelshoven JM. Miss rate of lung cancer on the chest radiograph in clinical practice. Chest 1999;115:720-724
5. Choi EJ, Jin GY, Han YM, Lee YS, Kweon KS. Solitary pulmonary nodule on helical dynamic CT scans: analysis of the enhancement patterns using a computer-aided diagnosis (CAD) system. Korean J Radiol 2008;9:401-408
6. Song KD, Chung MJ, Kim HC, Jeong SY, Lee KS. Usefulness of the CAD system for detecting pulmonary nodule in real clinical practice. Korean J Radiol 2011;12:163-168
7. Goo JM. A computer-aided diagnosis for evaluating lung nodules on chest CT: the current status and perspective. Korean J Radiol 2011;12:145-155
8. Kakeda S, Moriya J, Sato H, Aoki T, Watanabe H, Nakata H, et al. Improved detection of lung nodules on chest radiographs using a commercial computer-aided diagnosis system. AJR Am J Roentgenol 2004;182:505-510
9. Shiraishi J, Li F, Doi K. Computer-aided diagnosis for improved detection of lung nodules by use of posterior-anterior and lateral chest radiographs. Acad Radiol 2007;14:28-37
10. Bley TA, Baumann T, Saueressig U, Pache G, Treier M, Schaefer O, 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. He Q, He W, Wang K, Ma D. Effect of multiscale processing in digital chest radiography on automated detection of lung nodule with a computer assistance system. J Digit Imaging 2008;21 Suppl 1:S164-S170
12. Kasai S, Li F, Shiraishi J, Doi K. Usefulness of computer-aided diagnosis schemes for vertebral fractures and lung nodules on chest radiographs. AJR Am J Roentgenol 2008;191:260-265
13. Li F, Engelmann R, Metz CE, Doi K, MacMahon H. Lung cancers missed on chest radiographs: results obtained with a commercial computer-aided detection program. Radiology 2008;246:273-280
14. van Beek EJ, Mullan B, Thompson B. Evaluation of a realtime interactive pulmonary nodule analysis system on chest digital radiographic images: a prospective study. Acad Radiol 2008;15:571-575
15. White CS, Flukinger T, Jeudy J, Chen JJ. Use of a computer- aided detection system to detect missed lung cancer at chest radiography. Radiology 2009;252:273-281
16. de Hoop B, De Boo DW, Gietema HA, van Hoorn F, Mearadji B, Schijf L, et al. Computer-aided detection of lung cancer on chest radiographs: effect on observer performance. Radiology 2010;257:532-540
17. Chakraborty DP. Analysis of location specific observer performance data: validated extensions of the jackknife freeresponse (JAFROC) method. Acad Radiol 2006;13:1187-1193
18. Giger ML, Chan HP, Boone J. Anniversary paper: History and status of CAD and quantitative image analysis: the role of Medical Physics and AAPM. Med Phys 2008;35:5799-5820
19. Li Q, Li F, Shiraishi J, Katsuragawa S, Sone S, Doi K. Investigation of new psychophysical measures for evaluation of similar images on thoracic computed tomography for distinction between benign and malignant nodules. Med Phys 2003;30:2584-2593