메뉴 건너뛰기




Volumn 36, Issue 3, 2009, Pages 765-775

Evaluation of clinical image processing algorithms used in digital mammography

Author keywords

Detectability; Digital mammography; Image processing; JAFROC; Microcalcifications; ROC; Simulated lesions

Indexed keywords

CALCIFICATION (BIOCHEMISTRY); CLUSTERING ALGORITHMS; DISEASES; IMAGE PROCESSING; MAMMOGRAPHY; PROCESSING; QUALITY ASSURANCE; X RAY SCREENS;

EID: 61349111302     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.3077121     Document Type: Article
Times cited : (67)

References (43)
  • 1
    • 0025336104 scopus 로고
    • Mammography and breast cancer screening
    • 0039-6109
    • L. W. Bassett, " Mammography and breast cancer screening.," Surg. Clin. North Am. 70, 775-800 (1990). 0039-6109
    • (1990) Surg. Clin. North Am. , vol.70 , pp. 775-800
    • Bassett, L.W.1
  • 2
    • 0026655955 scopus 로고
    • Analysis of cancers missed at screening mammography
    • 0033-8419
    • R. E. Bird, " Analysis of cancers missed at screening mammography.," Radiology 184, 613-617 (1992). 0033-8419
    • (1992) Radiology , vol.184 , pp. 613-617
    • Bird, R.E.1
  • 3
    • 0034877724 scopus 로고    scopus 로고
    • Reassessment of breast cancers missed during routine screening mammography: A community-based study
    • 0361-803X
    • B. C. Yankaskas, " Reassessment of breast cancers missed during routine screening mammography: A community-based study.," AJR, Am. J. Roentgenol. 177, 535-541 (2001). 0361-803X
    • (2001) AJR, Am. J. Roentgenol. , vol.177 , pp. 535-541
    • Yankaskas, B.C.1
  • 4
    • 0031835575 scopus 로고    scopus 로고
    • Automated detection of breast carcinomas not detected in a screening program
    • 0033-8419
    • G. M. Brake, " Automated detection of breast carcinomas not detected in a screening program.," Radiology 207, 465-471 (1998). 0033-8419
    • (1998) Radiology , vol.207 , pp. 465-471
    • Brake, G.M.1
  • 5
    • 0035088227 scopus 로고    scopus 로고
    • Mammographic characteristics of 115 missed cancers later detected with screening mammography and the potential utility of computer-aided detection
    • 0033-8419
    • R. L. Birdwell, " Mammographic characteristics of 115 missed cancers later detected with screening mammography and the potential utility of computer-aided detection.," Radiology 219, 192-202 (2001). 0033-8419
    • (2001) Radiology , vol.219 , pp. 192-202
    • Birdwell, R.L.1
  • 6
    • 85027236025 scopus 로고
    • Optimization by dynamic range control processing
    • (Society for Imaging Science and Technology, Springfield, VA).
    • M. Kobayashi, " Optimization by dynamic range control processing.," Proceedings of the 47th Annual Conference (Society for Imaging Science and Technology, Springfield, VA, 1993).
    • (1993) Proceedings of the 47th Annual Conference
    • Kobayashi, M.1
  • 7
    • 22544432513 scopus 로고    scopus 로고
    • American College of Radiology Imaging Network Digital Mammographic Imaging Screening Trial: Objectives and methodology
    • 0033-8419 10.1148/radiol.2362050440.
    • E. D. Pisano, " American College of Radiology Imaging Network Digital Mammographic Imaging Screening Trial: Objectives and methodology.," Radiology 0033-8419 10.1148/radiol.2362050440 236, 404-412 (2005).
    • (2005) Radiology , vol.236 , pp. 404-412
    • Pisano, E.D.1
  • 8
    • 27344458270 scopus 로고    scopus 로고
    • Diagnostic performance of digital versus film mammography for breast-cancer screening
    • 0028-4793 10.1056/NEJMoa052911.
    • E. D. Pisano, " Diagnostic performance of digital versus film mammography for breast-cancer screening.," N. Engl. J. Med. 0028-4793 10.1056/NEJMoa052911 353, 1773-1783 (2005).
    • (2005) N. Engl. J. Med. , vol.353 , pp. 1773-1783
    • Pisano, E.D.1
  • 9
    • 0034267949 scopus 로고    scopus 로고
    • Image processing algorithms for digital mammography: A pictorial essay
    • E. D. Pisano, " Image processing algorithms for digital mammography: A pictorial essay.," Radiographics 20, 1749-1491 (2000).
    • (2000) Radiographics , vol.20 , pp. 1749-1491
    • Pisano, E.D.1
  • 10
    • 20944440174 scopus 로고    scopus 로고
    • The effects of gray scale image processing on digital mammography interpretation performance
    • 1076-6332
    • E. B. Cole, " The effects of gray scale image processing on digital mammography interpretation performance.," Acad. Radiol. 12, 585-595 (2005). 1076-6332
    • (2005) Acad. Radiol. , vol.12 , pp. 585-595
    • Cole, E.B.1
  • 11
    • 0033837080 scopus 로고    scopus 로고
    • Radiologists' preferences for digital mammographic display
    • 0033-8419
    • E. D. Pisano, " Radiologists' preferences for digital mammographic display.," Radiology 216, 820-830 (2000). 0033-8419
    • (2000) Radiology , vol.216 , pp. 820-830
    • Pisano, E.D.1
  • 12
    • 0034131449 scopus 로고    scopus 로고
    • Comparing the performance of mammographic enhancement algorithms: A preference study
    • R. Sivaramakrishna, " Comparing the performance of mammographic enhancement algorithms: A preference study.," AJR, Am. J. Roentgenol. 175, 45-51 (2000).
    • (2000) AJR, Am. J. Roentgenol. , vol.175 , pp. 45-51
    • Sivaramakrishna, R.1
  • 13
    • 0031260633 scopus 로고    scopus 로고
    • The effect of intensity windowing on the detection of simulated masses embedded in dense portions of digitized mammograms in a laboratory setting
    • 0897-1889
    • E. D. Pisano, " The effect of intensity windowing on the detection of simulated masses embedded in dense portions of digitized mammograms in a laboratory setting.," J. Digit Imaging 10, 174-182 (1997). 0897-1889
    • (1997) J. Digit Imaging , vol.10 , pp. 174-182
    • Pisano, E.D.1
  • 14
    • 0031128575 scopus 로고    scopus 로고
    • Does intensity windowing improve the detection of simulated calcifications in dense mammograms?
    • 0897-1889
    • E. D. Pisano, " Does intensity windowing improve the detection of simulated calcifications in dense mammograms? " J. Digit Imaging 10, 79-84 (1997). 0897-1889
    • (1997) J. Digit Imaging , vol.10 , pp. 79-84
    • Pisano, E.D.1
  • 15
    • 0034830244 scopus 로고    scopus 로고
    • Improving the detection of simulated masses in mammograms through two different image-processing techniques
    • 1076-6332
    • B. M. Hemminger, " Improving the detection of simulated masses in mammograms through two different image-processing techniques.," Acad. Radiol. 8, 845-55 (2001). 1076-6332
    • (2001) Acad. Radiol. , vol.8 , pp. 845-855
    • Hemminger, B.M.1
  • 16
    • 0037257187 scopus 로고    scopus 로고
    • Diagnostic accuracy of digital mammography in patients with dense breasts who underwent problem-solving mammography: Effects of image processing and lesion type
    • 0033-8419 10.1148/radiol.2261012024.
    • E. B. Cole, " Diagnostic accuracy of digital mammography in patients with dense breasts who underwent problem-solving mammography: Effects of image processing and lesion type.," Radiology 0033-8419 10.1148/radiol.2261012024 226, 153-160 (2003).
    • (2003) Radiology , vol.226 , pp. 153-160
    • Cole, E.B.1
  • 17
    • 0026664983 scopus 로고
    • ROC characteristic rating analysis: Generalization to the population of readers and patients with the jackknife method
    • 0020-9996 10.1097/00004424-199209000-00015.
    • D. D. Dorfman, " ROC characteristic rating analysis: Generalization to the population of readers and patients with the jackknife method.," Invest. Radiol. 0020-9996 10.1097/00004424-199209000-00015 27, 723-731 (1992).
    • (1992) Invest. Radiol. , vol.27 , pp. 723-731
    • Dorfman, D.D.1
  • 18
    • 4043148805 scopus 로고    scopus 로고
    • Observer studies involving detection and localization: Modeling, analysis and validation
    • 0094-2405 10.1118/1.1769352.
    • D. P. Chakraborty and K. S. Berbaum, " Observer studies involving detection and localization: Modeling, analysis and validation.," Med. Phys. 0094-2405 10.1118/1.1769352 31, 2313-2330 (2004).
    • (2004) Med. Phys. , vol.31 , pp. 2313-2330
    • Chakraborty, D.P.1    Berbaum, K.S.2
  • 19
    • 61349179595 scopus 로고    scopus 로고
    • American College of Radiology (ACR), Breast Imaging Reporting and Data System Atlas, BI-RADS® Atlas (American College of Radiology, Reston).
    • American College of Radiology (ACR), Breast Imaging Reporting and Data System Atlas, BI-RADS® Atlas (American College of Radiology, Reston, 2003).
    • (2003)
  • 22
    • 50449089399 scopus 로고    scopus 로고
    • An improved method for simulating microcalcifications in digital mammograms
    • 0094-2405 10.1118/1.2968334.
    • F. Zanca, " An improved method for simulating microcalcifications in digital mammograms.," Med. Phys. 0094-2405 10.1118/1.2968334 35, 4012-4018 (2008).
    • (2008) Med. Phys. , vol.35 , pp. 4012-4018
    • Zanca, F.1
  • 23
    • 0021272561 scopus 로고
    • Diagnostic value of clustered microcalcifications discovered by mammography
    • M. Le Gal, " Diagnostic value of clustered microcalcifications discovered by mammography.," Bull. Cancer (Paris) 71, 57-64 (1984).
    • (1984) Bull. Cancer (Paris) , vol.71 , pp. 57-64
    • Le Gal, M.1
  • 26
    • 33751178380 scopus 로고    scopus 로고
    • Twenty-year incidence and patterns of contralateral breast cancer after breast conservation treatment with radiation
    • 0360-3016
    • C. E. Hill-Kayser, " Twenty-year incidence and patterns of contralateral breast cancer after breast conservation treatment with radiation.," Int. J. Radiat. Oncol., Biol., Phys. 66, 1313-1319 (2006). 0360-3016
    • (2006) Int. J. Radiat. Oncol., Biol., Phys. , vol.66 , pp. 1313-1319
    • Hill-Kayser, C.E.1
  • 27
    • 61349098929 scopus 로고    scopus 로고
    • personal communication (22 October).
    • D. Chakraborty, personal communication (22 October 2008).
    • (2008)
    • Chakraborty, D.1
  • 28
    • 3142658659 scopus 로고    scopus 로고
    • Quantification of Al-equivalent thickness of just visible microcalcifications in full field digital mammograms
    • 0094-2405 10.1118/1.1758352.
    • A. K. Carton, " Quantification of Al-equivalent thickness of just visible microcalcifications in full field digital mammograms.," Med. Phys. 0094-2405 10.1118/1.1758352 31, 2165-2176 (2004).
    • (2004) Med. Phys. , vol.31 , pp. 2165-2176
    • Carton, A.K.1
  • 29
    • 0018007149 scopus 로고
    • A free-response approach to the measurement and characterization of radiographic-observer performance
    • P. C. Bunch, " A free-response approach to the measurement and characterization of radiographic-observer performance.," J. Appl. Photogr. Eng. 4, 166-171 (1978).
    • (1978) J. Appl. Photogr. Eng. , vol.4 , pp. 166-171
    • Bunch, P.C.1
  • 30
    • 61349202290 scopus 로고    scopus 로고
    • Digital Imaging and Communications in Medicine (DICOM) part 14: Gray scale standard display function, NEMA PS 3, National Electrical Manufacturers Association, Rosslyn, VA).
    • Digital Imaging and Communications in Medicine (DICOM) part 14: Gray scale standard display function, NEMA PS 3, National Electrical Manufacturers Association, Rosslyn, VA, 2000).
    • (2000)
  • 31
    • 19144371567 scopus 로고    scopus 로고
    • A comparison of the Dorfman-Berbaum-Metz and Obuchowski-Rockette methods for receiver operating characteristic (ROC) data
    • 0277-6715
    • S. L. Hillis, " A comparison of the Dorfman-Berbaum-Metz and Obuchowski-Rockette methods for receiver operating characteristic (ROC) data.," Stat. Med. 24, 1579-607 (2005). 0277-6715
    • (2005) Stat. Med. , vol.24 , pp. 1579-1607
    • Hillis, S.L.1
  • 32
    • 0000889433 scopus 로고
    • Hypothesis testing of the diagnostic accuracy for multiple diagnostic tests: An ANOVA approach with dependent observations
    • 0361-0918
    • N. A. Obuchowski, " Hypothesis testing of the diagnostic accuracy for multiple diagnostic tests: an ANOVA approach with dependent observations.," Commun. Stat.- Simul. Comput. 24, 285-308 (1994). 0361-0918
    • (1994) Commun. Stat.- Simul. Comput. , vol.24 , pp. 285-308
    • Obuchowski, N.A.1
  • 33
    • 0029347646 scopus 로고
    • Multireader multimodality ROC studies: Hypothesis testing and sample size estimation using an ANOVA approach with dependent observations: With rejoinder
    • 1076-6332
    • N. A. Obuchowski, " Multireader multimodality ROC studies: hypothesis testing and sample size estimation using an ANOVA approach with dependent observations: With rejoinder.," Acad. Radiol. 2, 709-716 (1995). 1076-6332
    • (1995) Acad. Radiol. , vol.2 , pp. 709-716
    • Obuchowski, N.A.1
  • 34
    • 42049116934 scopus 로고    scopus 로고
    • Recent developments in the Dorfman-Berbaum-Metz procedure for multireader ROC study analysis
    • 1076-6332
    • S. L. Hillis, " Recent developments in the Dorfman-Berbaum-Metz procedure for multireader ROC study analysis.," Acad. Radiol. 15, 647-61 (2008). 1076-6332
    • (2008) Acad. Radiol. , vol.15 , pp. 647-661
    • Hillis, S.L.1
  • 35
    • 0029822853 scopus 로고    scopus 로고
    • Unified measurement of observer performance in detecting and localizing target objects on images
    • 0094-2405 10.1118/1.597758.
    • R. G. Swensson, " Unified measurement of observer performance in detecting and localizing target objects on images.," Med. Phys. 0094-2405 10.1118/1.597758 23, 1709-25 (1996).
    • (1996) Med. Phys. , vol.23 , pp. 1709-1725
    • Swensson, R.G.1
  • 36
    • 9244261924 scopus 로고    scopus 로고
    • Power estimation for the Dorfman-Berbaum-Metz Method
    • 1076-6332
    • S. L. Hillis, " Power estimation for the Dorfman-Berbaum-Metz Method.," Acad. Radiol. 11, 1260-1273 (2004). 1076-6332
    • (2004) Acad. Radiol. , vol.11 , pp. 1260-1273
    • Hillis, S.L.1
  • 38
    • 55349143202 scopus 로고    scopus 로고
    • Validation and statistical power comparison of methods for analyzing free-response observer performance studies
    • 1076-6332
    • D. P. Chakraborty, " Validation and statistical power comparison of methods for analyzing free-response observer performance studies.," Acad. Radiol. 15, 1554-1566 (2008). 1076-6332
    • (2008) Acad. Radiol. , vol.15 , pp. 1554-1566
    • Chakraborty, D.P.1
  • 39
    • 0032593390 scopus 로고    scopus 로고
    • Producing lesions for hybrid mammograms: Extracted tumours and simulated microcalcifications
    • 0002-7820
    • A. E. Burgess and S. Chakraborty, " Producing lesions for hybrid mammograms: Extracted tumours and simulated microcalcifications.," Proc. SPIE 3663, 316-322 (1999). 0002-7820
    • (1999) Proc. SPIE , vol.3663 , pp. 316-322
    • Burgess, A.E.1    Chakraborty, S.2
  • 40
    • 33745003205 scopus 로고    scopus 로고
    • Simulation of mammographic lesions
    • 1076-6332
    • R. Saunders, " Simulation of mammographic lesions.," Acad. Radiol. 13, 860-70 (2006). 1076-6332
    • (2006) Acad. Radiol. , vol.13 , pp. 860-870
    • Saunders, R.1
  • 41
    • 0003892096 scopus 로고    scopus 로고
    • European Commission, "," Office for Official Publications of the European Communities (EUR 16260).
    • European Commission, " European guidelines on quality criteria for diagnostic radiographic images.," Office for Official Publications of the European Communities (EUR 16260) (1996).
    • (1996) European Guidelines on Quality Criteria for Diagnostic Radiographic Images
  • 42
    • 0003958580 scopus 로고    scopus 로고
    • The European protocol for the quality control of the physical and technical aspects of mammography screening
    • European Guidelines for Quality Assurance in Breast Cancer Screening and Diagnosis, Part B, 4th ed. (European Commission, Luxembourg).
    • R. Van Engen, " The European protocol for the quality control of the physical and technical aspects of mammography screening.," Digital Mammography, European Guidelines for Quality Assurance in Breast Cancer Screening and Diagnosis, Part B, 4th ed. (European Commission, Luxembourg, 2006).
    • (2006) Digital Mammography
    • Van Engen, R.1
  • 43
    • 33644630313 scopus 로고    scopus 로고
    • Quality control for digital mammography in the ACRIN DMIST trial: Part I
    • 0094-2405 10.1118/1.2163407.
    • A. K. Bloomquist, " Quality control for digital mammography in the ACRIN DMIST trial: Part I.," Med. Phys. 0094-2405 10.1118/1.2163407 33, 719-36 (2006).
    • (2006) Med. Phys. , vol.33 , pp. 719-736
    • Bloomquist, A.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.