메뉴 건너뛰기




Volumn 19, Issue 4, 2012, Pages 463-477

Evaluating Imaging and Computer-aided Detection and Diagnosis Devices at the FDA

Author keywords

Consensus; Designs; Methods; Postmarket; Premarket; Reader studies; ROC

Indexed keywords

COMPUTER ASSISTED RADIOGRAPHY; DIAGNOSTIC ACCURACY; FOOD AND DRUG ADMINISTRATION; IMAGE ANALYSIS; IMAGING; MEDICAL DECISION MAKING; MEDICAL DEVICE; POSTMARKETING SURVEILLANCE; PRIORITY JOURNAL; REVIEW; SENSITIVITY AND SENSIBILITY;

EID: 84858786052     PISSN: 10766332     EISSN: 18784046     Source Type: Journal    
DOI: 10.1016/j.acra.2011.12.016     Document Type: Review
Times cited : (71)

References (114)
  • 1
    • 84858796158 scopus 로고    scopus 로고
    • Determination of safety and effectiveness. 21 CFR § 860
    • Determination of safety and effectiveness. 21 CFR § 860 (2011).
    • (2011)
  • 2
    • 84858793392 scopus 로고    scopus 로고
    • Premarket approval application. 21 CFR § 814
    • Premarket approval application. 21 CFR § 814 (2011).
    • (2011)
  • 3
    • 84858796159 scopus 로고    scopus 로고
    • US Food and Drug Administration. Radiological Devices Panel meeting: computer-aided detection devices. Available at: . Accessed November 17
    • US Food and Drug Administration. Radiological Devices Panel meeting: computer-aided detection devices. Available at: . Accessed November 17, 2011. http://www.fda.gov/ohrms/dockets/ac/08/minutes/2008%134349m1.pdf.
    • (2011)
  • 4
    • 6344252203 scopus 로고    scopus 로고
    • American College of Radiology, American College of Radiology, Reston, VA
    • Breast Imaging Reporting and Data System (BI-RADS) 2003, American College of Radiology, American College of Radiology, Reston, VA.
    • (2003) Breast Imaging Reporting and Data System (BI-RADS)
  • 5
    • 0022470978 scopus 로고
    • ROC methodology in radiologic imaging
    • Metz C.E. ROC methodology in radiologic imaging. Invest Radiol 1986, 21:720-733.
    • (1986) Invest Radiol , vol.21 , pp. 720-733
    • Metz, C.E.1
  • 8
    • 0016749424 scopus 로고
    • Primer on certain elements of medical decision making
    • McNeil B.J., Keller E., Adelstein S.J. Primer on certain elements of medical decision making. N Engl J Med 1975, 293:211-215.
    • (1975) N Engl J Med , vol.293 , pp. 211-215
    • McNeil, B.J.1    Keller, E.2    Adelstein, S.J.3
  • 9
    • 0018079655 scopus 로고
    • Basic principles of ROC analysis
    • Metz C.E. Basic principles of ROC analysis. Semin Nucl Med 1978, 8:283-298.
    • (1978) Semin Nucl Med , vol.8 , pp. 283-298
    • Metz, C.E.1
  • 10
    • 0018074295 scopus 로고
    • Introduction to clinical decision making
    • Patton D.D. Introduction to clinical decision making. Semin Nucl Med 1978, 8:273-282.
    • (1978) Semin Nucl Med , vol.8 , pp. 273-282
    • Patton, D.D.1
  • 12
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • Hanley J.A., McNeil B.J. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 1982, 143:29-36.
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 13
    • 0024511244 scopus 로고
    • Some practical issues of experimental design and data analysis in radiological ROC studies
    • Metz C.E. Some practical issues of experimental design and data analysis in radiological ROC studies. Invest Radiol 1989, 24:234-245.
    • (1989) Invest Radiol , vol.24 , pp. 234-245
    • Metz, C.E.1
  • 14
    • 42449111250 scopus 로고    scopus 로고
    • Comparing areas under receiver operating characteristic curves: potential impact of the " last" experimentally measured operating point
    • Gur D., Bandos A.I., Rockette H.E. Comparing areas under receiver operating characteristic curves: potential impact of the " last" experimentally measured operating point. Radiology 2008, 247:12-15.
    • (2008) Radiology , vol.247 , pp. 12-15
    • Gur, D.1    Bandos, A.I.2    Rockette, H.E.3
  • 15
    • 77954178516 scopus 로고    scopus 로고
    • On the convexity of ROC curves estimated from radiological test results
    • Pesce L.L., Metz C.E., Berbaum K.S. On the convexity of ROC curves estimated from radiological test results. Acad Radiol 2010, 17:960-968.
    • (2010) Acad Radiol , vol.17 , pp. 960-968
    • Pesce, L.L.1    Metz, C.E.2    Berbaum, K.S.3
  • 16
    • 77953946502 scopus 로고    scopus 로고
    • BI-RADS data should not be used to estimate ROC curves
    • Jiang Y., Metz C.E. BI-RADS data should not be used to estimate ROC curves. Radiology 2010, 256:29-31.
    • (2010) Radiology , vol.256 , pp. 29-31
    • Jiang, Y.1    Metz, C.E.2
  • 17
    • 0001469082 scopus 로고    scopus 로고
    • Fundamental ROC analysis
    • SPIE Press, Bellingham, WA, J. Beutel, H.L. Kundel, R.L. Van Metter (Eds.)
    • Metz C.E. Fundamental ROC analysis. Handbook of medical imaging, vol. 1: physics and psychophysics 2000, 751-769. SPIE Press, Bellingham, WA. J. Beutel, H.L. Kundel, R.L. Van Metter (Eds.).
    • (2000) Handbook of medical imaging, vol. 1: physics and psychophysics , pp. 751-769
    • Metz, C.E.1
  • 19
    • 52049083009 scopus 로고    scopus 로고
    • International Commission of Radiation Units and Measurements, International Commission of Radiation Units and Measurements, Bethesda, MD
    • Receiver operating characteristic analysis in medical imaging. ICRU Report 79 2008, International Commission of Radiation Units and Measurements, International Commission of Radiation Units and Measurements, Bethesda, MD.
    • (2008) Receiver operating characteristic analysis in medical imaging. ICRU Report 79
  • 20
    • 0028113385 scopus 로고
    • Variability in radiologists' interpretations of mammograms
    • Elmore J.G., Wells C.K., Lee C.H., et al. Variability in radiologists' interpretations of mammograms. N Engl J Med 1994, 331:1493-1499.
    • (1994) N Engl J Med , vol.331 , pp. 1493-1499
    • Elmore, J.G.1    Wells, C.K.2    Lee, C.H.3
  • 21
    • 0030064443 scopus 로고    scopus 로고
    • Variability in the interpretation of screening mammograms by US radiologists
    • Beam C., Layde P.M., Sullivan D.C. Variability in the interpretation of screening mammograms by US radiologists. Arch Intern Med 1996, 156:209-213.
    • (1996) Arch Intern Med , vol.156 , pp. 209-213
    • Beam, C.1    Layde, P.M.2    Sullivan, D.C.3
  • 22
    • 0004143023 scopus 로고
    • Variability in the interpretation of mammograms
    • D'Orsi C.J., Swets J.A. Variability in the interpretation of mammograms. N Engl J Med 1995, 332:1172.
    • (1995) N Engl J Med , vol.332 , pp. 1172
    • D'Orsi, C.J.1    Swets, J.A.2
  • 23
    • 40149083255 scopus 로고    scopus 로고
    • Multi-reader multi-case variance analysis for binary data
    • Gallas B.D., Pennello G.A., Myers K.J. Multi-reader multi-case variance analysis for binary data. J Opt Soc Am A 2007, 24:B70-B80.
    • (2007) J Opt Soc Am A , vol.24
    • Gallas, B.D.1    Pennello, G.A.2    Myers, K.J.3
  • 24
    • 40649108284 scopus 로고    scopus 로고
    • Reader studies for validation of CAD systems
    • Gallas B.D., Brown D.G. Reader studies for validation of CAD systems. Neural Networks 2008, 21:387-397.
    • (2008) Neural Networks , vol.21 , pp. 387-397
    • Gallas, B.D.1    Brown, D.G.2
  • 25
    • 58049200259 scopus 로고    scopus 로고
    • Reducing the number of reader interpretations in MRMC studies
    • Obuchowski N.A. Reducing the number of reader interpretations in MRMC studies. Acad Radiol 2009, 16:209-217.
    • (2009) Acad Radiol , vol.16 , pp. 209-217
    • Obuchowski, N.A.1
  • 26
    • 84858794448 scopus 로고    scopus 로고
    • University of Chicago. Metz ROC software. Available at: . Accessed November 17
    • University of Chicago. Metz ROC software. Available at: . Accessed November 17, 2011. http://metz-roc.uchicago.edu.
    • (2011)
  • 27
    • 84858793390 scopus 로고    scopus 로고
    • University of Iowa Medical Image Perception Laboratory. Home page. Available at: . Accessed November 17
    • University of Iowa Medical Image Perception Laboratory. Home page. Available at: . Accessed November 17, 2011. http://perception.radiology.uiowa.edu.
    • (2011)
  • 28
    • 84858796156 scopus 로고    scopus 로고
    • Cleveland Clinic, Quantitative Health Sciences. Research activities: ROC analysis. Available at: . Accessed November 17
    • Cleveland Clinic, Quantitative Health Sciences. Research activities: ROC analysis. Available at: . Accessed November 17, 2011. http://www.bio.ri.ccf.org/html/rocanalysis.html.
    • (2011)
  • 29
    • 77957349542 scopus 로고    scopus 로고
    • Consensus interpretation in imaging research: is there a better way?
    • Bankier A.A., Levine D., Halpern E.F., et al. Consensus interpretation in imaging research: is there a better way?. Radiology 2010, 257:14-17.
    • (2010) Radiology , vol.257 , pp. 14-17
    • Bankier, A.A.1    Levine, D.2    Halpern, E.F.3
  • 30
    • 33645005303 scopus 로고    scopus 로고
    • ACRIN-lessons learned in conducting multi-center trials of imaging and cancer
    • Hillman B.J. ACRIN-lessons learned in conducting multi-center trials of imaging and cancer. Cancer Imaging 2005, 5:S97-S101.
    • (2005) Cancer Imaging , vol.5
    • Hillman, B.J.1
  • 31
    • 0031202740 scopus 로고    scopus 로고
    • Variance-component modeling in the analysis of receiver operating characteristic (ROC) index estimates
    • Roe C.A., Metz C.E. Variance-component modeling in the analysis of receiver operating characteristic (ROC) index estimates. Acad Radiol 1997, 4:587-600.
    • (1997) Acad Radiol , vol.4 , pp. 587-600
    • Roe, C.A.1    Metz, C.E.2
  • 32
    • 0033277508 scopus 로고    scopus 로고
    • Empiric assessment of parameters that affect the design of multireader receiver operating characteristic studies
    • Rockette H.E., Campbell W.L., Britton C.A., et al. Empiric assessment of parameters that affect the design of multireader receiver operating characteristic studies. Acad Radiol 1999, 6:723-729.
    • (1999) Acad Radiol , vol.6 , pp. 723-729
    • Rockette, H.E.1    Campbell, W.L.2    Britton, C.A.3
  • 33
    • 0036840083 scopus 로고    scopus 로고
    • Assessment of medical imaging and computer-assist systems: lessons from recent experience
    • Wagner R.F., Beiden S.V., Campbell G., et al. Assessment of medical imaging and computer-assist systems: lessons from recent experience. Acad Radiol 2002, 9:1264-1277.
    • (2002) Acad Radiol , vol.9 , pp. 1264-1277
    • Wagner, R.F.1    Beiden, S.V.2    Campbell, G.3
  • 34
    • 8744247301 scopus 로고    scopus 로고
    • Reader variability in mammography and its implications for expected utility over the population of readers and cases
    • Wagner R.F., Beam C.A., Beiden S.V. Reader variability in mammography and its implications for expected utility over the population of readers and cases. Med Decis Making 2004, 24:561-572.
    • (2004) Med Decis Making , vol.24 , pp. 561-572
    • Wagner, R.F.1    Beam, C.A.2    Beiden, S.V.3
  • 36
    • 34250162528 scopus 로고    scopus 로고
    • Assessment of medical imaging systems and computer aids: a tutorial review
    • Wagner R.F., Metz C.E., Campbell G. Assessment of medical imaging systems and computer aids: a tutorial review. Acad Radiol 2007, 14:723-748.
    • (2007) Acad Radiol , vol.14 , pp. 723-748
    • Wagner, R.F.1    Metz, C.E.2    Campbell, G.3
  • 37
    • 34247483008 scopus 로고    scopus 로고
    • Breast cancer detection rate: designing imaging trials to demonstrate improvements
    • Jiang Y., Miglioretti D.L., Metz C.E., et al. Breast cancer detection rate: designing imaging trials to demonstrate improvements. Radiology 2007, 243:360-367.
    • (2007) Radiology , vol.243 , pp. 360-367
    • Jiang, Y.1    Miglioretti, D.L.2    Metz, C.E.3
  • 38
    • 11444270994 scopus 로고    scopus 로고
    • Accuracy of screening mammography interpretation by characteristics of radiologists
    • Barlow W.E., Chi C., Carney P.A., et al. Accuracy of screening mammography interpretation by characteristics of radiologists. J Natl Cancer Inst 2004, 96:1840-1850.
    • (2004) J Natl Cancer Inst , vol.96 , pp. 1840-1850
    • Barlow, W.E.1    Chi, C.2    Carney, P.A.3
  • 39
    • 33751249656 scopus 로고    scopus 로고
    • Testing the effect of computer-assisted detection on interpretive performance in screening mammography
    • Taplin S.H., Rutter C.M., Lehman C.D. Testing the effect of computer-assisted detection on interpretive performance in screening mammography. AJR Am J Roentgenol 2006, 187:1475-1482.
    • (2006) AJR Am J Roentgenol , vol.187 , pp. 1475-1482
    • Taplin, S.H.1    Rutter, C.M.2    Lehman, C.D.3
  • 40
    • 77957954285 scopus 로고    scopus 로고
    • Cost-effective diagnostic cardiovascular imaging: when does it provide good value for the money?
    • Otero H.J., Rybicki F.J., Greenberg D., et al. Cost-effective diagnostic cardiovascular imaging: when does it provide good value for the money?. Int J Cardiovasc Imaging 2010, 26:605-612.
    • (2010) Int J Cardiovasc Imaging , vol.26 , pp. 605-612
    • Otero, H.J.1    Rybicki, F.J.2    Greenberg, D.3
  • 41
    • 38049120543 scopus 로고    scopus 로고
    • Cost-effectiveness of digital mammography breast cancer screening
    • Tosteson A.N.A., Stout N.K., Fryback D.G., et al. Cost-effectiveness of digital mammography breast cancer screening. Ann Intern Med 2008, 148:1-10.
    • (2008) Ann Intern Med , vol.148 , pp. 1-10
    • Tosteson, A.N.A.1    Stout, N.K.2    Fryback, D.G.3
  • 42
    • 78249233533 scopus 로고    scopus 로고
    • Improved near-term coronary artery disease risk classification with gated stress myocardial perfusion SPECT
    • Shaw L.J., Wilson P.W.F., Hachamovitch R., et al. Improved near-term coronary artery disease risk classification with gated stress myocardial perfusion SPECT. JACC Cardiovasc Imaging 2010, 3:1139-1148.
    • (2010) JACC Cardiovasc Imaging , vol.3 , pp. 1139-1148
    • Shaw, L.J.1    Wilson, P.W.F.2    Hachamovitch, R.3
  • 44
    • 68149165447 scopus 로고    scopus 로고
    • Digital breast tomosynthesis: observer performance study
    • Gur D., Abrams G.S., Chough D.M., et al. Digital breast tomosynthesis: observer performance study. AJR Am J Roentgenol 2009, 193:586-591.
    • (2009) AJR Am J Roentgenol , vol.193 , pp. 586-591
    • Gur, D.1    Abrams, G.S.2    Chough, D.M.3
  • 45
    • 27344458270 scopus 로고    scopus 로고
    • Diagnostic performance of digital versus film mammography for breast-cancer screening
    • Pisano E.D., Gatsonis C., Hendrick E., et al. Diagnostic performance of digital versus film mammography for breast-cancer screening. N Engl J Med 2005, 353:1773-1783.
    • (2005) N Engl J Med , vol.353 , pp. 1773-1783
    • Pisano, E.D.1    Gatsonis, C.2    Hendrick, E.3
  • 46
    • 0038037982 scopus 로고    scopus 로고
    • Prevalence effect in a laboratory environment
    • Gur D., Rockette H.E., Armfield D.R., et al. Prevalence effect in a laboratory environment. Radiology 2003, 228:10-14.
    • (2003) Radiology , vol.228 , pp. 10-14
    • Gur, D.1    Rockette, H.E.2    Armfield, D.R.3
  • 47
    • 33845518821 scopus 로고    scopus 로고
    • The prevalence effect in a laboratory environment: changing the confidence ratings
    • Gur D., Bandos A.I., Fuhrman C.R., et al. The prevalence effect in a laboratory environment: changing the confidence ratings. Acad Radiol 2007, 14:49-53.
    • (2007) Acad Radiol , vol.14 , pp. 49-53
    • Gur, D.1    Bandos, A.I.2    Fuhrman, C.R.3
  • 48
    • 0000776231 scopus 로고
    • The Hawthorne experiments: first statistical interpretation
    • Franke R.H., Kaul J.D. The Hawthorne experiments: first statistical interpretation. Am Sociol Rev 1978, 43:623-643.
    • (1978) Am Sociol Rev , vol.43 , pp. 623-643
    • Franke, R.H.1    Kaul, J.D.2
  • 49
    • 34547623212 scopus 로고    scopus 로고
    • The Hawthorne effect: a randomised, controlled trial
    • McCarney R., Warner J., Iliffe S., et al. The Hawthorne effect: a randomised, controlled trial. BMC Med Res Methodol 2007, 7:30.
    • (2007) BMC Med Res Methodol , vol.7 , pp. 30
    • McCarney, R.1    Warner, J.2    Iliffe, S.3
  • 50
    • 53749085250 scopus 로고    scopus 로고
    • The " laboratory" effect: comparing radiologists' performance and variability during prospective clinical and laboratory mammography interpretations
    • Gur D., Bandos A.I., Cohen C.S., et al. The " laboratory" effect: comparing radiologists' performance and variability during prospective clinical and laboratory mammography interpretations. Radiology 2008, 249:47-53.
    • (2008) Radiology , vol.249 , pp. 47-53
    • Gur, D.1    Bandos, A.I.2    Cohen, C.S.3
  • 51
    • 84858799833 scopus 로고    scopus 로고
    • US Food and Drug Administration. Summary of safety and effectiveness data: GE FFDM (P990066). Available at: . Accessed November 17
    • US Food and Drug Administration. Summary of safety and effectiveness data: GE FFDM (P990066). Available at: . Accessed November 17, 2011. http://www.accessdata.fda.gov/cdrh_docs/pdf/P990066b.pdf.
    • (2011)
  • 52
    • 84858796157 scopus 로고    scopus 로고
    • US Food and Drug Administration. Summary of safety and effectiveness data: Fischer FFDM (P010017). Available at: . Accessed November 17
    • US Food and Drug Administration. Summary of safety and effectiveness data: Fischer FFDM (P010017). Available at: . Accessed November 17, 2011. http://www.accessdata.fda.gov/cdrh_docs/pdf/P010017b.pdf.
    • (2011)
  • 53
    • 84858799836 scopus 로고    scopus 로고
    • US Food and Drug Administration. Summary of safety and effectiveness data: Hologic FFDM (P010025). Available at: . Accessed November 17
    • US Food and Drug Administration. Summary of safety and effectiveness data: Hologic FFDM (P010025). Available at: . Accessed November 17, 2011. http://www.accessdata.fda.gov/cdrh_docs/pdf/P010025b.pdf.
    • (2011)
  • 54
    • 84858794449 scopus 로고    scopus 로고
    • US Food and Drug Administration. Summary of safety and effectiveness data: Fuji FFDM (P050014). Available at: . Accessed November 17
    • US Food and Drug Administration. Summary of safety and effectiveness data: Fuji FFDM (P050014). Available at: . Accessed November 17, 2011. http://www.accessdata.fda.gov/cdrh_docs/pdf5/P050014b.pdf.
    • (2011)
  • 56
    • 0014233518 scopus 로고
    • Evaluation of a television image processing system
    • Kundel H.L., Revesz G., Stauffer H.M. Evaluation of a television image processing system. Invest Radiol 1968, 3:44-50.
    • (1968) Invest Radiol , vol.3 , pp. 44-50
    • Kundel, H.L.1    Revesz, G.2    Stauffer, H.M.3
  • 57
    • 33747130105 scopus 로고    scopus 로고
    • Improved cancer detection using computer-aided detection with diagnostic and screening mammography: prospective study of 104 cancers
    • Dean J.C., Ilvento C.C. Improved cancer detection using computer-aided detection with diagnostic and screening mammography: prospective study of 104 cancers. AJR Am J Roentgenol 2006, 187:20-28.
    • (2006) AJR Am J Roentgenol , vol.187 , pp. 20-28
    • Dean, J.C.1    Ilvento, C.C.2
  • 58
    • 0033192286 scopus 로고    scopus 로고
    • Full-field digital mammography. A candid assessment
    • Lewin J.M. Full-field digital mammography. A candid assessment. Diagn Imaging 1999, 21:40-45.
    • (1999) Diagn Imaging , vol.21 , pp. 40-45
    • Lewin, J.M.1
  • 59
    • 3442902848 scopus 로고    scopus 로고
    • Diagnostic accuracy of Fischer Senoscan digital mammography versus screen-film mammography in a diagnostic mammography population
    • Cole E., Pisano E.D., Brown M., et al. Diagnostic accuracy of Fischer Senoscan digital mammography versus screen-film mammography in a diagnostic mammography population. Acad Radiol 2004, 11:879-886.
    • (2004) Acad Radiol , vol.11 , pp. 879-886
    • Cole, E.1    Pisano, E.D.2    Brown, M.3
  • 60
    • 84858799832 scopus 로고    scopus 로고
    • Enriched designs for assessing predictive performance-analysis of bias and variance.
    • In press.
    • Pinsky P, Gallas BD. Enriched designs for assessing predictive performance-analysis of bias and variance. Stat Med. In press.
    • Stat Med.
    • Pinsky, P.1    Gallas, B.D.2
  • 61
    • 84947396376 scopus 로고
    • A generalization of sampling without replacement from a finite universe
    • Horvitz D.G., Thompson D.J. A generalization of sampling without replacement from a finite universe. J Am Stat 1952, 47:663-685.
    • (1952) J Am Stat , vol.47 , pp. 663-685
    • Horvitz, D.G.1    Thompson, D.J.2
  • 62
    • 0027939701 scopus 로고
    • Estimation of design effects in cluster surveys
    • Katz J., Zeger S.L. Estimation of design effects in cluster surveys. Ann Epidemiol 1994, 4:295-301.
    • (1994) Ann Epidemiol , vol.4 , pp. 295-301
    • Katz, J.1    Zeger, S.L.2
  • 63
    • 0031797585 scopus 로고    scopus 로고
    • Correcting for verification bias in studies of a diagnostic test's accuracy
    • Zhou X.H. Correcting for verification bias in studies of a diagnostic test's accuracy. Stat Methods Med Res 1998, 7:337-353.
    • (1998) Stat Methods Med Res , vol.7 , pp. 337-353
    • Zhou, X.H.1
  • 64
    • 12844275060 scopus 로고    scopus 로고
    • Assessing accuracy of a continuous screening test in the presence of verification bias
    • Alonzo T.A., Pepe M.S. Assessing accuracy of a continuous screening test in the presence of verification bias. J Roy Stat Soc C-App 2005, 54:173-190.
    • (2005) J Roy Stat Soc C-App , vol.54 , pp. 173-190
    • Alonzo, T.A.1    Pepe, M.S.2
  • 65
    • 63049101758 scopus 로고    scopus 로고
    • Direct estimation of the area under the receiver operating characteristic curve in the presence of verification bias
    • He H., Lyness J.M., McDermott M.P. Direct estimation of the area under the receiver operating characteristic curve in the presence of verification bias. Stat Med 2009, 28:361-376.
    • (2009) Stat Med , vol.28 , pp. 361-376
    • He, H.1    Lyness, J.M.2    McDermott, M.P.3
  • 67
    • 0026664983 scopus 로고
    • Receiver operating characteristic rating analysis: generalization to the population of readers and patients with the jackknife method
    • Dorfman D.D., Berbaum K.S., Metz C.E. Receiver operating characteristic rating analysis: generalization to the population of readers and patients with the jackknife method. Invest Radiol 1992, 27:723-731.
    • (1992) Invest Radiol , vol.27 , pp. 723-731
    • Dorfman, D.D.1    Berbaum, K.S.2    Metz, C.E.3
  • 68
    • 0031111487 scopus 로고    scopus 로고
    • Dorfman-Berbaum-Metz method for statistical analysis of multireader, multimodality receiver operating characteristic (ROC) data: validation with computer simulation
    • Roe C.A., Metz C.E. Dorfman-Berbaum-Metz method for statistical analysis of multireader, multimodality receiver operating characteristic (ROC) data: validation with computer simulation. Acad Radiol 1997, 4:298-303.
    • (1997) Acad Radiol , vol.4 , pp. 298-303
    • Roe, C.A.1    Metz, C.E.2
  • 69
    • 4544318699 scopus 로고    scopus 로고
    • Multireader, multicase receiver operating characteristic analysis: an empirical comparison of five methods
    • Obuchowski N.A., Beiden S.V., Berbaum K.S., et al. Multireader, multicase receiver operating characteristic analysis: an empirical comparison of five methods. Acad Radiol 2004, 11:980-995.
    • (2004) Acad Radiol , vol.11 , pp. 980-995
    • Obuchowski, N.A.1    Beiden, S.V.2    Berbaum, K.S.3
  • 70
    • 32644457817 scopus 로고    scopus 로고
    • One-shot estimate of MRMC variance: AUC
    • Gallas B.D. One-shot estimate of MRMC variance: AUC. Acad Radiol 2006, 13:353-362.
    • (2006) Acad Radiol , vol.13 , pp. 353-362
    • Gallas, B.D.1
  • 71
    • 0029347646 scopus 로고
    • Multireader receiver operating characteristic studies: a comparison of study designs
    • Obuchowski N.A. Multireader receiver operating characteristic studies: a comparison of study designs. Acad Radiol 1995, 2:709-716.
    • (1995) Acad Radiol , vol.2 , pp. 709-716
    • Obuchowski, N.A.1
  • 72
    • 84858799834 scopus 로고    scopus 로고
    • US Food and Drug Administration. Summary of safety and effectiveness data: Hologic DBT (P080003). Available at: . Accessed November 17
    • US Food and Drug Administration. Summary of safety and effectiveness data: Hologic DBT (P080003). Available at: . Accessed November 17, 2011. http://www.accessdata.fda.gov/cdrh_docs/pdf8/P080003b.pdf.
    • (2011)
  • 73
    • 0029992390 scopus 로고    scopus 로고
    • Effect of a computer-aided diagnosis scheme on radiologists' performance in detection of lung nodules on radiographs
    • Kobayashi T., Xu X.W., MacMahon H., et al. Effect of a computer-aided diagnosis scheme on radiologists' performance in detection of lung nodules on radiographs. Radiology 1996, 199:843-848.
    • (1996) Radiology , vol.199 , pp. 843-848
    • Kobayashi, T.1    Xu, X.W.2    MacMahon, H.3
  • 74
    • 0036735387 scopus 로고    scopus 로고
    • Independent versus sequential reading in ROC studies of computer-assist modalities: analysis of components of variance
    • Beiden S.V., Wagner R.F., Doi K., et al. Independent versus sequential reading in ROC studies of computer-assist modalities: analysis of components of variance. Acad Radiol 2002, 9:1036-1043.
    • (2002) Acad Radiol , vol.9 , pp. 1036-1043
    • Beiden, S.V.1    Wagner, R.F.2    Doi, K.3
  • 75
    • 4644265703 scopus 로고    scopus 로고
    • Improvement in radiologists' characterization of malignant and benign breast masses on serial mammograms with computer-aided diagnosis: an ROC study
    • Hadjiiski L., Chan H.-P., Sahiner B., et al. Improvement in radiologists' characterization of malignant and benign breast masses on serial mammograms with computer-aided diagnosis: an ROC study. Radiology 2004, 233:255-265.
    • (2004) Radiology , vol.233 , pp. 255-265
    • Hadjiiski, L.1    Chan, H.-P.2    Sahiner, B.3
  • 76
    • 77951826596 scopus 로고    scopus 로고
    • What's the control in studies measuring the effect of computer-aided detection (CAD) on observer performance?
    • Obuchowski N.A., Meziane M., Dachman A.H., et al. What's the control in studies measuring the effect of computer-aided detection (CAD) on observer performance?. Acad Radiol 2010, 17:761-767.
    • (2010) Acad Radiol , vol.17 , pp. 761-767
    • Obuchowski, N.A.1    Meziane, M.2    Dachman, A.H.3
  • 77
    • 77952308429 scopus 로고    scopus 로고
    • Bias, underestimation of risk, and loss of statistical power in patient-level analyses of lesion detection
    • Obuchowski N.A., Mazzone P.J., Dachman A.H. Bias, underestimation of risk, and loss of statistical power in patient-level analyses of lesion detection. Eur Radiol 2010, 20:584-594.
    • (2010) Eur Radiol , vol.20 , pp. 584-594
    • Obuchowski, N.A.1    Mazzone, P.J.2    Dachman, A.H.3
  • 78
    • 0018007149 scopus 로고
    • A free-response approach to the measurement and characterization of radiographic-observer performance
    • Bunch P.C., Hamilton J.F., Sanderson G.K., et al. A free-response approach to the measurement and characterization of radiographic-observer performance. J Appl Photographic Eng 1978, 4:166-171.
    • (1978) J Appl Photographic Eng , vol.4 , pp. 166-171
    • Bunch, P.C.1    Hamilton, J.F.2    Sanderson, G.K.3
  • 79
    • 0001639877 scopus 로고
    • Operating characteristics, signal detectability, and the method of free response
    • Egan J.P., Greenberg G.Z., Schulman A.I. Operating characteristics, signal detectability, and the method of free response. J Acoust Soc Am 1961, 33:993-1007.
    • (1961) J Acoust Soc Am , vol.33 , pp. 993-1007
    • Egan, J.P.1    Greenberg, G.Z.2    Schulman, A.I.3
  • 80
    • 0024462154 scopus 로고
    • Maximum likelihood analysis of free-response receiver operating characteristic (FROC) data
    • Chakraborty D.P. Maximum likelihood analysis of free-response receiver operating characteristic (FROC) data. Med Phys 1989, 16:561-568.
    • (1989) Med Phys , vol.16 , pp. 561-568
    • Chakraborty, D.P.1
  • 81
    • 0016548230 scopus 로고
    • Visual detection and localization of radiographic images
    • Starr S.J., Metz C.E., Lusted L.B., et al. Visual detection and localization of radiographic images. Radiology 1975, 116:533-538.
    • (1975) Radiology , vol.116 , pp. 533-538
    • Starr, S.J.1    Metz, C.E.2    Lusted, L.B.3
  • 82
    • 0029822853 scopus 로고    scopus 로고
    • Unified measurement of observer performance in detecting and localizing target objects on images
    • Swensson R.G. Unified measurement of observer performance in detecting and localizing target objects on images. Med Phys 1996, 23:1709-1725.
    • (1996) Med Phys , vol.23 , pp. 1709-1725
    • Swensson, R.G.1
  • 83
    • 0030966854 scopus 로고    scopus 로고
    • Nonparametric analysis of clustered ROC curve data
    • Obuchowski N.A. Nonparametric analysis of clustered ROC curve data. Biometrics 1997, 53:567-578.
    • (1997) Biometrics , vol.53 , pp. 567-578
    • Obuchowski, N.A.1
  • 84
    • 4043148805 scopus 로고    scopus 로고
    • Observer studies involving detection and localization: modeling, analysis and validation
    • Chakraborty D.P., Berbaum K.S. Observer studies involving detection and localization: modeling, analysis and validation. Med Phys 2004, 31:2313-2330.
    • (2004) Med Phys , vol.31 , pp. 2313-2330
    • Chakraborty, D.P.1    Berbaum, K.S.2
  • 85
    • 33748427526 scopus 로고    scopus 로고
    • Analysis of location specific observer performance data: validated extensions of the jackknife free-response (JAFROC) method
    • 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.
    • (2006) Acad Radiol , vol.13 , pp. 1187-1193
    • Chakraborty, D.P.1
  • 86
    • 12244309097 scopus 로고    scopus 로고
    • Maximum likelihood fitting of FROC curves under an initial-detection-and-candidate-analysis model
    • Edwards D.C., Kupinski M.A., Metz C.E., et al. Maximum likelihood fitting of FROC curves under an initial-detection-and-candidate-analysis model. Med Phys 2002, 29:2861-2870.
    • (2002) Med Phys , vol.29 , pp. 2861-2870
    • Edwards, D.C.1    Kupinski, M.A.2    Metz, C.E.3
  • 87
    • 0343932578 scopus 로고    scopus 로고
    • Data analysis for detection and localization of multiple abnormalities with application to mammography
    • Obuchowski N.A., Lieber M.L., Powell K.A. Data analysis for detection and localization of multiple abnormalities with application to mammography. Acad Radiol 2000, 7:516-525.
    • (2000) Acad Radiol , vol.7 , pp. 516-525
    • Obuchowski, N.A.1    Lieber, M.L.2    Powell, K.A.3
  • 88
    • 77953344757 scopus 로고    scopus 로고
    • Consistency of methods for analysing location-specific data
    • Zanca F., Chakraborty D.P., Marchal G., et al. Consistency of methods for analysing location-specific data. Radiat Prot Dosimetry 2010, 139:52-56.
    • (2010) Radiat Prot Dosimetry , vol.139 , pp. 52-56
    • Zanca, F.1    Chakraborty, D.P.2    Marchal, G.3
  • 89
    • 55349143202 scopus 로고    scopus 로고
    • Validation and statistical power comparison of methods for analyzing free-response observer performance studies
    • Chakraborty D.P. Validation and statistical power comparison of methods for analyzing free-response observer performance studies. Acad Radiol 2008, 15:1554-1566.
    • (2008) Acad Radiol , vol.15 , pp. 1554-1566
    • Chakraborty, D.P.1
  • 90
    • 42449091003 scopus 로고    scopus 로고
    • Digital breast tomosynthesis: a pilot observer study
    • Good W.F., Abrams G.S., Catullo V.J., et al. Digital breast tomosynthesis: a pilot observer study. AJR Am J Roentgenol 2008, 190:865-869.
    • (2008) AJR Am J Roentgenol , vol.190 , pp. 865-869
    • Good, W.F.1    Abrams, G.S.2    Catullo, V.J.3
  • 91
    • 80051919173 scopus 로고    scopus 로고
    • Adaptability through cross-training in radiology departments
    • Babinski P.J., Babinski B.S. Adaptability through cross-training in radiology departments. Radiol Manage 2011, 33:45-49.
    • (2011) Radiol Manage , vol.33 , pp. 45-49
    • Babinski, P.J.1    Babinski, B.S.2
  • 92
    • 80055105098 scopus 로고    scopus 로고
    • A report on the current status of grand rounds in radiology residency programs in the United States
    • Yablon C.M., Wu J.S., Slanetz P.J., et al. A report on the current status of grand rounds in radiology residency programs in the United States. Acad Radiol 2011, 18:1593-1597.
    • (2011) Acad Radiol , vol.18 , pp. 1593-1597
    • Yablon, C.M.1    Wu, J.S.2    Slanetz, P.J.3
  • 93
    • 11144354725 scopus 로고    scopus 로고
    • Recall and detection rates in screening mammography
    • Gur D., Sumkin J.H., Hardesty L.A., et al. Recall and detection rates in screening mammography. Cancer 2004, 100:1590-1594.
    • (2004) Cancer , vol.100 , pp. 1590-1594
    • Gur, D.1    Sumkin, J.H.2    Hardesty, L.A.3
  • 94
    • 0029824432 scopus 로고    scopus 로고
    • A receiver operating characteristic partial area index for highly sensitive diagnostic tests
    • Jiang Y., Metz C.E., Nishikawa R.M. A receiver operating characteristic partial area index for highly sensitive diagnostic tests. Radiology 1996, 201:745-750.
    • (1996) Radiology , vol.201 , pp. 745-750
    • Jiang, Y.1    Metz, C.E.2    Nishikawa, R.M.3
  • 95
    • 0030844917 scopus 로고    scopus 로고
    • Sample size determination for diagnostic accuracy studies involving binormal ROC Curve indices
    • Obuchowski N.A., McClish D.K. Sample size determination for diagnostic accuracy studies involving binormal ROC Curve indices. Stat Med 1997, 16:1529-1542.
    • (1997) Stat Med , vol.16 , pp. 1529-1542
    • Obuchowski, N.A.1    McClish, D.K.2
  • 96
    • 1542678937 scopus 로고    scopus 로고
    • A proposed design and analysis for comparing digital and analog mammography: special ROC methods for cancer screening
    • Baker S.G., Pinsky P.F. A proposed design and analysis for comparing digital and analog mammography: special ROC methods for cancer screening. J Am Stat Assoc 2001, 96:421-428.
    • (2001) J Am Stat Assoc , vol.96 , pp. 421-428
    • Baker, S.G.1    Pinsky, P.F.2
  • 97
    • 0037088346 scopus 로고    scopus 로고
    • A non-parametric method for the comparison of partial areas under ROC curves and its application to large health care data sets
    • Zhang D.D., Zhou X.-H., Freeman D.H., et al. A non-parametric method for the comparison of partial areas under ROC curves and its application to large health care data sets. Stat Med 2002, 21:701-715.
    • (2002) Stat Med , vol.21 , pp. 701-715
    • Zhang, D.D.1    Zhou, X.-H.2    Freeman, D.H.3
  • 98
    • 38849110678 scopus 로고    scopus 로고
    • Hierarchical models for ROC curve summary measures: design and analysis of multi-reader, multi-modality studies of medical tests
    • Wang F., Gatsonis C.A. Hierarchical models for ROC curve summary measures: design and analysis of multi-reader, multi-modality studies of medical tests. Stat Med 2008, 27:243-256.
    • (2008) Stat Med , vol.27 , pp. 243-256
    • Wang, F.1    Gatsonis, C.A.2
  • 99
    • 42449109594 scopus 로고    scopus 로고
    • A non-inferiority test for diagnostic accuracy based on the paired partial areas under ROC curves
    • Li C.-R., Liao C.-T., Liu J- P. A non-inferiority test for diagnostic accuracy based on the paired partial areas under ROC curves. Stat Med 2008, 27:1762-1776.
    • (2008) Stat Med , vol.27 , pp. 1762-1776
    • Li, C.-R.1    Liao, C.-T.2    Liu, J.-P.3
  • 101
    • 33746264024 scopus 로고    scopus 로고
    • Breast masses: computer-aided diagnosis with serial mammograms
    • Hadjiiski L., Sahiner B., Helvie M.A., et al. Breast masses: computer-aided diagnosis with serial mammograms. Radiology 2006, 240:343-356.
    • (2006) Radiology , vol.240 , pp. 343-356
    • Hadjiiski, L.1    Sahiner, B.2    Helvie, M.A.3
  • 102
    • 0036317911 scopus 로고    scopus 로고
    • An empirical comparison of discrete ratings and subjective probability ratings
    • Berbaum K.S., Dorfman D.D., Franken J.E.A., et al. An empirical comparison of discrete ratings and subjective probability ratings. Acad Radiol 2002, 9:756-763.
    • (2002) Acad Radiol , vol.9 , pp. 756-763
    • Berbaum, K.S.1    Dorfman, D.D.2    Franken, J.E.A.3
  • 103
    • 0032890770 scopus 로고    scopus 로고
    • Improving breast cancer diagnosis with computer-aided diagnosis
    • Jiang Y., Nishikawa R.M., Schmidt R.A., et al. Improving breast cancer diagnosis with computer-aided diagnosis. Acad Radiol 1999, 6:22-33.
    • (1999) Acad Radiol , vol.6 , pp. 22-33
    • Jiang, Y.1    Nishikawa, R.M.2    Schmidt, R.A.3
  • 104
    • 33746220401 scopus 로고    scopus 로고
    • Classification of breast lesions with multimodality computer-aided diagnosis: observer study results on an independent clinical data set
    • Horsch K., Giger M.L., Vyborny C.J., et al. Classification of breast lesions with multimodality computer-aided diagnosis: observer study results on an independent clinical data set. Radiology 2006, 240:357-368.
    • (2006) Radiology , vol.240 , pp. 357-368
    • Horsch, K.1    Giger, M.L.2    Vyborny, C.J.3
  • 105
    • 38149065123 scopus 로고    scopus 로고
    • Potential effect of different radiologist reporting methods on studies showing benefit of CAD
    • Horsch K., Giger M.L., Metz C.E. Potential effect of different radiologist reporting methods on studies showing benefit of CAD. Acad Radiol 2008, 15:139-152.
    • (2008) Acad Radiol , vol.15 , pp. 139-152
    • Horsch, K.1    Giger, M.L.2    Metz, C.E.3
  • 106
    • 57049184118 scopus 로고    scopus 로고
    • Assessment of radiologist performance in the detection of lung nodules: dependence on the definition of " truth"
    • Armato S.G., Roberts R.Y., Kocherginsky M., et al. Assessment of radiologist performance in the detection of lung nodules: dependence on the definition of " truth" . Acad Radiol 2009, 16:28-38.
    • (2009) Acad Radiol , vol.16 , pp. 28-38
    • Armato, S.G.1    Roberts, R.Y.2    Kocherginsky, M.3
  • 107
    • 12144249927 scopus 로고    scopus 로고
    • Gold standards and expert panels: a pulmonary nodule case study with challenges and solutions
    • Miller D.P., O'Shaughnessy K.F., Wood S.A., et al. Gold standards and expert panels: a pulmonary nodule case study with challenges and solutions. SPIE Proc Med Imaging 2004, 5372:173-184.
    • (2004) SPIE Proc Med Imaging , vol.5372 , pp. 173-184
    • Miller, D.P.1    O'Shaughnessy, K.F.2    Wood, S.A.3
  • 108
    • 84858799835 scopus 로고    scopus 로고
    • US Food and Drug Administration. Radiological Devices Panel. Available at: . Accessed November 17
    • US Food and Drug Administration. Radiological Devices Panel. Available at: . Accessed November 17, 2011. http://www.fda.gov/ohrms/dockets/ac/08/transcripts/2008-4349t1-05.pdf.
    • (2011)
  • 109
    • 84858794446 scopus 로고    scopus 로고
    • US Food and Drug Administration. Radiological Devices Panel: two draft guidance documents for computer-aided-detection (CAD) devices. Available at: . Accessed November 17
    • US Food and Drug Administration. Radiological Devices Panel: two draft guidance documents for computer-aided-detection (CAD) devices. Available at: . Accessed November 17, 2011. http://www.fda.gov/downloads/AdvisoryCommittees/CommitteesMeetingMaterials/MedicalDevices/MedicalDevicesAdvisoryCommittee/RadiologicalDevicesPanel/UCM197419.pdf.
    • (2011)
  • 110
    • 80053611407 scopus 로고    scopus 로고
    • Predicting readers' diagnostic accuracy with a new CAD algorithm
    • Obuchowski N.A. Predicting readers' diagnostic accuracy with a new CAD algorithm. Acad Radiol 2011, 18:1412-1419.
    • (2011) Acad Radiol , vol.18 , pp. 1412-1419
    • Obuchowski, N.A.1
  • 111
    • 0033461791 scopus 로고    scopus 로고
    • Classifier design for computer-aided diagnosis: effects of finite sample size on the mean performance of classical and neural network classifiers
    • Chan H.-P., Sahiner B., Wagner R.F., et al. Classifier design for computer-aided diagnosis: effects of finite sample size on the mean performance of classical and neural network classifiers. Med Phys 1999, 26:2654-2668.
    • (1999) Med Phys , vol.26 , pp. 2654-2668
    • Chan, H.-P.1    Sahiner, B.2    Wagner, R.F.3
  • 112
    • 0033863591 scopus 로고    scopus 로고
    • Feature selection and classifier performance in computer-aided diagnosis: the effect of finite sample size
    • Sahiner B., Chan H.-P., Petrick N., et al. Feature selection and classifier performance in computer-aided diagnosis: the effect of finite sample size. Med Phys 2000, 27:1509-1522.
    • (2000) Med Phys , vol.27 , pp. 1509-1522
    • Sahiner, B.1    Chan, H.-P.2    Petrick, N.3
  • 113
    • 0032703733 scopus 로고    scopus 로고
    • Feature selection with limited datasets
    • Kupinski M.A., Giger M.L. Feature selection with limited datasets. Med Phys 1999, 26:2176-2182.
    • (1999) Med Phys , vol.26 , pp. 2176-2182
    • Kupinski, M.A.1    Giger, M.L.2
  • 114
    • 0037245343 scopus 로고    scopus 로고
    • Pitfalls in the use of DNA microarray data for diagnostic and prognostic classification
    • Simon R., Radmacher M.D., Dobbin K., et al. Pitfalls in the use of DNA microarray data for diagnostic and prognostic classification. J Natl Cancer Inst 2003, 95:14-18.
    • (2003) J Natl Cancer Inst , vol.95 , pp. 14-18
    • Simon, R.1    Radmacher, M.D.2    Dobbin, K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.