Computer-aided diagnosis for detection of interstitial opacities on chest radiographs

American Journal of Roentgenology

Volumn 171, Issue 6, 1998, Pages 1651-1656

  Monnier Cholley, Laurence ^a,b   MacMahon, Heber ^a   Katsuragawa, Shigehiko ^a,c   Morishita, Junji ^a,d   Ishida, Takayuki ^a   Doi, Kunio ^a  

^a UNIVERSITY OF CHICAGO   (United States)

^b HÔPITAL SAINT ANTOINE   (France)

^c IWATE MEDICAL UNIVERSITY   (Japan)

^d Kyoto College of Medical Technology   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; ADULT; AGED; ARTICLE; CLINICAL ARTICLE; COMPUTER ANALYSIS; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; HUMAN; INTERSTITIAL LUNG DISEASE; OBSERVER VARIATION; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; SCORING SYSTEM; STATISTICAL ANALYSIS; THORAX RADIOGRAPHY;

EID: 0031741905     PISSN: 0361803X     EISSN: None     Source Type: Journal    
DOI: 10.2214/ajr.171.6.9843307     Document Type: Article

References (12)

1. Herman PG, Gerson DE, Hessel SJ, et al. Disagreements in chest roentgen interpretation. Chest 1975;68:278-282
2. Reger RB, Morgan WKC. On the factors influencing consistency in the radiologic diagnosis of pneumoconiosis. Am Rev Respir Dis 1970;102:905-915
3. Monnier-Cholley L, MacMahon H, Katsuragawa S, Morishita J, Doi K. Computerized analysis of interstitial infiltrates on chest radiographs: a new scheme based on geometric pattern features and Fourier analysis. Acad Radiol 1995;2:455-462
4. Chen X, Doi K, Katsuragawa S, MacMahon H. Automated selection of regions of interest for quantitative analysis of lung textures in digital chest radiographs. Med Phys 1993;20:975-982
5. Katsuragawa S, Doi K, MacMahon H. Image feature analysis and computer-aided diagnosis in digital radiography: detection and characterization of interstitial lung disease in digital chest radiographs. Med Phys 1988;15:311-319
6. Katsuragawa S, Doi K, MacMahon H. Image feature analysis and computer-aided diagnosis in digital radiography: classification of normal and abnormal lungs with interstitial disease in chest images. Med Phys 1989;16:38-44
7. Katsuragawa S, Doi K, MacMahon H, Nakamori N, Sasaki Y, Fennessy J. Quantitative computer-aided analysis of lung texture in chest radiographs. RadioGraphics 1990;10:257-269
8. Xu XW, Doi K. Image feature analysis for computer-aided diagnosis: accurate determination of ribcage boundary in chest radiographs. Med Phys 1995;22: 616-626
9. Morishita J, Doi K, Katsuragawa S, Monnier-Cholley L, MacMahon H. Computer-aided diagnosis for interstitial infiltrates on chest radiographs: optical-density dependence on texture measures. Med Phys 1995;22:1515-1522
10. Rockette HE, Gur D, Metz CE. The use of continuous and discrete confidence judgments in receiver operating characteristic studies of diagnostic imaging techniques. Invest Radiol 1992;27:169-172
11. Metz CE. Some practical issues of experimental design and data analysis in radiological ROC studies. Invest Radiol 1989;24:234-245
12. Abe K, Doi K, MacMahon H, et al. Computer-aided diagnosis in chest radiography: preliminary experience. Invest Radiol 1993;28:987-993