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Volumn 16, Issue 7, 2009, Pages 810-818

Multi-modality CADx. ROC Study of the Effect on Radiologists' Accuracy in Characterizing Breast Masses on Mammograms and 3D Ultrasound Images

Author keywords

Computer aided diagnosis; malignancy; mammography; ROC observer study; ultrasound

Indexed keywords

ADULT; AGED; ARTICLE; BREAST BIOPSY; BREAST TUMOR; CLINICAL ARTICLE; CLINICAL FEATURE; COMPUTER ASSISTED DIAGNOSIS; DECISION MAKING; DIAGNOSTIC ACCURACY; ECHOMAMMOGRAPHY; FEMALE; HUMAN; HUMAN TISSUE; IMAGE ANALYSIS; MAMMOGRAPHY; PRIORITY JOURNAL; RADIOLOGIST; SCORING SYSTEM; SENSITIVITY AND SPECIFICITY; TASK PERFORMANCE; THREE DIMENSIONAL IMAGING; TUMOR VOLUME;

EID: 67349194374     PISSN: 10766332     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.acra.2009.01.011     Document Type: Article
Times cited : (30)

References (46)
  • 3
    • 0028805669 scopus 로고
    • Screening mammography in community practice: positive predictive value of abnormal findings and yield of follow-up diagnostic procedures
    • Brown M.L., Houn F., Sickles E.A., et al. Screening mammography in community practice: positive predictive value of abnormal findings and yield of follow-up diagnostic procedures. AJR Am J Roentgenol 165 (1995) 1373-1377
    • (1995) AJR Am J Roentgenol , vol.165 , pp. 1373-1377
    • Brown, M.L.1    Houn, F.2    Sickles, E.A.3
  • 4
    • 17644398779 scopus 로고    scopus 로고
    • Trends in recall, biopsy, and positive biopsy rates for screening mammography in an academic practice
    • Gur D., Wallace L.P., Klym A.H., et al. Trends in recall, biopsy, and positive biopsy rates for screening mammography in an academic practice. Radiology 235 (2005) 396-401
    • (2005) Radiology , vol.235 , pp. 396-401
    • Gur, D.1    Wallace, L.P.2    Klym, A.H.3
  • 5
    • 0033663963 scopus 로고    scopus 로고
    • Computerized classification of benign and malignant masses on digitized mammograms: a study of robustness
    • Huo Z.M., Giger M.L., Vyborny C.J., et al. Computerized classification of benign and malignant masses on digitized mammograms: a study of robustness. Acad Radiol 7 (2000) 1077-1084
    • (2000) Acad Radiol , vol.7 , pp. 1077-1084
    • Huo, Z.M.1    Giger, M.L.2    Vyborny, C.J.3
  • 6
    • 0034287385 scopus 로고    scopus 로고
    • Gradient and texture analysis for the classification of mammographic masses
    • Mudigonda N.R., Rangayyan R.M., and Desautels J.E.L. Gradient and texture analysis for the classification of mammographic masses. IEEE Trans Med Imaging 19 (2000) 1032-1043
    • (2000) IEEE Trans Med Imaging , vol.19 , pp. 1032-1043
    • Mudigonda, N.R.1    Rangayyan, R.M.2    Desautels, J.E.L.3
  • 7
    • 0034010317 scopus 로고    scopus 로고
    • Improved mammographic interpretation of masses using computer-aided diagnosis
    • Leichter I., Fields S., Nirel R., et al. Improved mammographic interpretation of masses using computer-aided diagnosis. Eur Radiol 10 (2000) 377-383
    • (2000) Eur Radiol , vol.10 , pp. 377-383
    • Leichter, I.1    Fields, S.2    Nirel, R.3
  • 8
    • 0037572353 scopus 로고    scopus 로고
    • Application of likelihood ratio to classification of mammographic masses; performance comparison to case-based reasoning
    • Bilska-Wolak A.O., Floyd C.E., Nolte L.W., et al. Application of likelihood ratio to classification of mammographic masses; performance comparison to case-based reasoning. Med Phys 30 (2003) 949-958
    • (2003) Med Phys , vol.30 , pp. 949-958
    • Bilska-Wolak, A.O.1    Floyd, C.E.2    Nolte, L.W.3
  • 9
    • 32544461460 scopus 로고    scopus 로고
    • Use of border information in the classification of mammographic masses
    • Varela C., Timp S., and Karssemeijer N. Use of border information in the classification of mammographic masses. Phys Medic Biol 51 (2006) 425-441
    • (2006) Phys Medic Biol , vol.51 , pp. 425-441
    • Varela, C.1    Timp, S.2    Karssemeijer, N.3
  • 10
    • 32044457119 scopus 로고    scopus 로고
    • Approaches for automated detection and classification of masses in mammograms
    • Cheng H.D., Shi X.J., Min R., et al. Approaches for automated detection and classification of masses in mammograms. Pattern Recognit 39 (2006) 646-668
    • (2006) Pattern Recognit , vol.39 , pp. 646-668
    • Cheng, H.D.1    Shi, X.J.2    Min, R.3
  • 11
    • 34547591212 scopus 로고    scopus 로고
    • Characterization of mammographic masses using a gradient-based segmentation algorithm and a neural classifier
    • Delogu P., Fantacci M.E., Kasae P., et al. Characterization of mammographic masses using a gradient-based segmentation algorithm and a neural classifier. Comp Biol Med 37 (2007) 1479-1491
    • (2007) Comp Biol Med , vol.37 , pp. 1479-1491
    • Delogu, P.1    Fantacci, M.E.2    Kasae, P.3
  • 12
    • 37549049420 scopus 로고    scopus 로고
    • Characterization of mammographic masses based on level set segmentation with new image features and patient information
    • Shi J., Sahiner B., Chan H.P., et al. Characterization of mammographic masses based on level set segmentation with new image features and patient information. Med Phys 35 (2008) 280-290
    • (2008) Med Phys , vol.35 , pp. 280-290
    • Shi, J.1    Sahiner, B.2    Chan, H.P.3
  • 13
    • 0032737421 scopus 로고    scopus 로고
    • Computer-aided diagnosis applied to US of solid breast nodules by using neural networks
    • Chen D.R., Chang R.F., and Huang Y.L. Computer-aided diagnosis applied to US of solid breast nodules by using neural networks. Radiology 213 (1999) 407-412
    • (1999) Radiology , vol.213 , pp. 407-412
    • Chen, D.R.1    Chang, R.F.2    Huang, Y.L.3
  • 14
    • 0036734252 scopus 로고    scopus 로고
    • Computer aided classification of masses in ultrasonic mammography
    • Dumane V.A., Shankar P.M., Piccoli C.W., et al. Computer aided classification of masses in ultrasonic mammography. Med Phys 29 (2002) 1968-1973
    • (2002) Med Phys , vol.29 , pp. 1968-1973
    • Dumane, V.A.1    Shankar, P.M.2    Piccoli, C.W.3
  • 15
    • 0037294995 scopus 로고    scopus 로고
    • Breast lesions on sonograms: computer-aided diagnosis with nearly setting-independent features and artificial neural networks
    • Chen C.M., Chou Y.H., Han K.C., et al. Breast lesions on sonograms: computer-aided diagnosis with nearly setting-independent features and artificial neural networks. Radiology 226 (2003) 504-514
    • (2003) Radiology , vol.226 , pp. 504-514
    • Chen, C.M.1    Chou, Y.H.2    Han, K.C.3
  • 16
    • 1442330150 scopus 로고    scopus 로고
    • Performance of computer-aided diagnosis in the interpretation of lesions on breast sonography
    • Horsch K., Giger M.L., Vyborny C.J., et al. Performance of computer-aided diagnosis in the interpretation of lesions on breast sonography. Acad Radiol 11 (2004) 272-280
    • (2004) Acad Radiol , vol.11 , pp. 272-280
    • Horsch, K.1    Giger, M.L.2    Vyborny, C.J.3
  • 17
    • 6344221607 scopus 로고    scopus 로고
    • Computer-aided diagnosis of solid breast nodules: use of an artificial neural network based on multiple sonographic features
    • Joo S., Yang Y.S., Moon W.K., et al. Computer-aided diagnosis of solid breast nodules: use of an artificial neural network based on multiple sonographic features. IEEE Trans Med Imaging 23 (2004) 1292-1300
    • (2004) IEEE Trans Med Imaging , vol.23 , pp. 1292-1300
    • Joo, S.1    Yang, Y.S.2    Moon, W.K.3
  • 18
    • 11144357036 scopus 로고    scopus 로고
    • Computerized characterization of breast masses on 3-D ultrasound volumes
    • Sahiner B., Chan H.P., Roubidoux M.A., et al. Computerized characterization of breast masses on 3-D ultrasound volumes. Med Phys 31 (2004) 744-754
    • (2004) Med Phys , vol.31 , pp. 744-754
    • Sahiner, B.1    Chan, H.P.2    Roubidoux, M.A.3
  • 19
    • 4444375415 scopus 로고    scopus 로고
    • Computer-based margin analysis of breast sonography for differentiating malignant and benign masses
    • Sehgal C.M., Cary T.W., Kangas S.A., et al. Computer-based margin analysis of breast sonography for differentiating malignant and benign masses. J Ultrasound Med 23 (2004) 1201-1209
    • (2004) J Ultrasound Med , vol.23 , pp. 1201-1209
    • Sehgal, C.M.1    Cary, T.W.2    Kangas, S.A.3
  • 20
    • 34447297286 scopus 로고    scopus 로고
    • Breast ultrasound computer-aided diagnosis using BI-RADS features
    • Shen W.C., Chang R.F., Moon W.K., et al. Breast ultrasound computer-aided diagnosis using BI-RADS features. Acad Radiol 14 (2007) 928-939
    • (2007) Acad Radiol , vol.14 , pp. 928-939
    • Shen, W.C.1    Chang, R.F.2    Moon, W.K.3
  • 21
    • 67349089343 scopus 로고    scopus 로고
    • Fusion of mammographic and sonographic computer-extracted features for improved characterization of breast masses
    • Sahiner B., Chan H.P., Hadjiiski L.M., et al. Fusion of mammographic and sonographic computer-extracted features for improved characterization of breast masses. Proc 7th Int Workshop Digital Mammogr (2004) 199-202
    • (2004) Proc 7th Int Workshop Digital Mammogr , pp. 199-202
    • Sahiner, B.1    Chan, H.P.2    Hadjiiski, L.M.3
  • 22
    • 23644437143 scopus 로고    scopus 로고
    • Multimodality computerized diagnosis of breast lesions using mammography and sonography
    • Drukker K., Horsch K., and Giger M.L. Multimodality computerized diagnosis of breast lesions using mammography and sonography. Acad Radiol 12 (2005) 970-979
    • (2005) Acad Radiol , vol.12 , pp. 970-979
    • Drukker, K.1    Horsch, K.2    Giger, M.L.3
  • 23
    • 34447514175 scopus 로고    scopus 로고
    • Breast mass lesions: computer-aided diagnosis models with mammographic and sonographic descriptors
    • Jesneck J.L., Lo J.Y., and Baker J.A. Breast mass lesions: computer-aided diagnosis models with mammographic and sonographic descriptors. Radiology 244 (2007) 390-398
    • (2007) Radiology , vol.244 , pp. 390-398
    • Jesneck, J.L.1    Lo, J.Y.2    Baker, J.A.3
  • 24
    • 0032872797 scopus 로고    scopus 로고
    • Improvement of radiologists' characterization of mammographic masses by computer-aided diagnosis: an ROC study
    • Chan H.P., Sahiner B., Helvie M.A., et al. Improvement of radiologists' characterization of mammographic masses by computer-aided diagnosis: an ROC study. Radiology 212 (1999) 817-827
    • (1999) Radiology , vol.212 , pp. 817-827
    • Chan, H.P.1    Sahiner, B.2    Helvie, M.A.3
  • 25
    • 0036240858 scopus 로고    scopus 로고
    • Differences between computer-aided diagnosis of breast masses and that of calcifications
    • Markey M.K., Lo J.Y., and Floyd C.E. Differences between computer-aided diagnosis of breast masses and that of calcifications. Radiology 223 (2002) 489-493
    • (2002) Radiology , vol.223 , pp. 489-493
    • Markey, M.K.1    Lo, J.Y.2    Floyd, C.E.3
  • 26
    • 0036316503 scopus 로고    scopus 로고
    • Breast cancer: effectiveness of computer-aided diagnosis-observer study with independent database of mammograms
    • Huo Z.M., Giger M.L., Vyborny C.J., et al. Breast cancer: effectiveness of computer-aided diagnosis-observer study with independent database of mammograms. Radiology 224 (2002) 560-568
    • (2002) Radiology , vol.224 , pp. 560-568
    • Huo, Z.M.1    Giger, M.L.2    Vyborny, C.J.3
  • 27
    • 33847208483 scopus 로고    scopus 로고
    • Computer-aided diagnosis of malignant and benign breast masses in 3d ultrasound volumes: effect on radiologists' accuracy
    • Sahiner B., Chan H.P., Roubidoux M.A., et al. Computer-aided diagnosis of malignant and benign breast masses in 3d ultrasound volumes: effect on radiologists' accuracy. Radiology 242 (2007) 716-724
    • (2007) Radiology , vol.242 , pp. 716-724
    • Sahiner, B.1    Chan, H.P.2    Roubidoux, M.A.3
  • 28
    • 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 240 (2006) 357-368
    • (2006) Radiology , vol.240 , pp. 357-368
    • Horsch, K.1    Giger, M.L.2    Vyborny, C.J.3
  • 29
    • 0035091214 scopus 로고    scopus 로고
    • Discrimination of sonographically detected breast masses using frequency shift color Doppler imaging in combination with age and gray scale criteria
    • Bhatti P.T., LeCarpentier G.L., Roubidoux M.A., et al. Discrimination of sonographically detected breast masses using frequency shift color Doppler imaging in combination with age and gray scale criteria. J Ultrasound Med 20 (2001) 343-350
    • (2001) J Ultrasound Med , vol.20 , pp. 343-350
    • Bhatti, P.T.1    LeCarpentier, G.L.2    Roubidoux, M.A.3
  • 30
    • 0035544613 scopus 로고    scopus 로고
    • Computer-aided characterization of mammographic masses: accuracy of mass segmentation and its effects on characterization
    • Sahiner B., Petrick N., Chan H.P., et al. Computer-aided characterization of mammographic masses: accuracy of mass segmentation and its effects on characterization. IEEE Trans Med Imaging 20 (2001) 1275-1284
    • (2001) IEEE Trans Med Imaging , vol.20 , pp. 1275-1284
    • Sahiner, B.1    Petrick, N.2    Chan, H.P.3
  • 31
    • 0035188627 scopus 로고    scopus 로고
    • Analysis of temporal change of mammographic features: computer-aided classification of malignant and benign breast masses
    • Hadjiiski L.M., Sahiner B., Chan H.P., et al. Analysis of temporal change of mammographic features: computer-aided classification of malignant and benign breast masses. Med Phys 28 (2001) 2309-2317
    • (2001) Med Phys , vol.28 , pp. 2309-2317
    • Hadjiiski, L.M.1    Sahiner, B.2    Chan, H.P.3
  • 32
    • 0034917794 scopus 로고    scopus 로고
    • Improvement of mammographic mass characterization using spiculation measures and morphological features
    • Sahiner B., Chan H.P., Petrick N., et al. Improvement of mammographic mass characterization using spiculation measures and morphological features. Medi Phys 28 (2001) 1455-1465
    • (2001) Medi Phys , vol.28 , pp. 1455-1465
    • Sahiner, B.1    Chan, H.P.2    Petrick, N.3
  • 33
    • 0031976735 scopus 로고    scopus 로고
    • Computerized characterization of masses on mammograms: the rubber band straightening transform and texture analysis
    • Sahiner B., Chan H.P., Petrick N., et al. Computerized characterization of masses on mammograms: the rubber band straightening transform and texture analysis. Med Phys 25 (1998) 516-526
    • (1998) Med Phys , vol.25 , pp. 516-526
    • Sahiner, B.1    Chan, H.P.2    Petrick, N.3
  • 34
    • 11144357036 scopus 로고    scopus 로고
    • Computerized characterization of breast masses on 3-D ultrasound volumes
    • Sahiner B., Chan H.P., Roubidoux M.A., et al. Computerized characterization of breast masses on 3-D ultrasound volumes. Med Phys 31 (2004) 744-754
    • (2004) Med Phys , vol.31 , pp. 744-754
    • Sahiner, B.1    Chan, H.P.2    Roubidoux, M.A.3
  • 36
    • 0028059344 scopus 로고
    • Nonpalpable, circumscribed, noncalcified solid breast masses: likelihood of malignancy based on lesion size and age of patient
    • Sickles E.A. Nonpalpable, circumscribed, noncalcified solid breast masses: likelihood of malignancy based on lesion size and age of patient. Radiology 192 (1994) 439-442
    • (1994) Radiology , vol.192 , pp. 439-442
    • Sickles, E.A.1
  • 37
    • 0022470978 scopus 로고
    • ROC methodology in radiologic imaging
    • Metz C.E. ROC methodology in radiologic imaging. Invest Radiol 21 (1986) 720-733
    • (1986) Invest Radiol , vol.21 , pp. 720-733
    • Metz, C.E.1
  • 38
    • 0021203016 scopus 로고
    • Statistical approaches to the analysis of receiver operating characteristic (ROC) curves
    • McNeil B.J., and Hanley J.A. Statistical approaches to the analysis of receiver operating characteristic (ROC) curves. Med Decis Making 4 (1984) 137-150
    • (1984) Med Decis Making , vol.4 , pp. 137-150
    • McNeil, B.J.1    Hanley, J.A.2
  • 39
    • 0026664983 scopus 로고
    • ROC rating analysis: generalization to the population of readers and cases with the jackknife method
    • Dorfman D.D., Berbaum K.S., and Metz C.E. ROC rating analysis: generalization to the population of readers and cases with the jackknife method. Invest Radiol 27 (1992) 723-731
    • (1992) Invest Radiol , vol.27 , pp. 723-731
    • Dorfman, D.D.1    Berbaum, K.S.2    Metz, C.E.3
  • 40
    • 0029824432 scopus 로고    scopus 로고
    • A receiver operating characteristic partial area index for highly sensitive diagnostic tests
    • Jiang Y., Metz C.E., and Nishikawa R.M. A receiver operating characteristic partial area index for highly sensitive diagnostic tests. Radiology 201 (1996) 745-750
    • (1996) Radiology , vol.201 , pp. 745-750
    • Jiang, Y.1    Metz, C.E.2    Nishikawa, R.M.3
  • 42
    • 41449091519 scopus 로고    scopus 로고
    • Classifier performance prediction for computer-aided diagnosis using a limited data set
    • Sahiner B., Chan H.P., and Hadjiiski L. Classifier performance prediction for computer-aided diagnosis using a limited data set. Med Phys 35 (2008) 1559-1570
    • (2008) Med Phys , vol.35 , pp. 1559-1570
    • Sahiner, B.1    Chan, H.P.2    Hadjiiski, L.3
  • 43
    • 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 228 (2003) 10-14
    • (2003) Radiology , vol.228 , pp. 10-14
    • Gur, D.1    Rockette, H.E.2    Armfield, D.R.3
  • 44
    • 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 14 (2007) 49-53
    • (2007) Acad Radiol , vol.14 , pp. 49-53
    • Gur, D.1    Bandos, A.I.2    Fuhrman, C.R.3
  • 45
    • 0030477077 scopus 로고    scopus 로고
    • Context bias-aproblem in diagnostic radiology
    • Egglin T.K.P., and Feinstein A.R. Context bias-aproblem in diagnostic radiology. JAMA 276 (1996) 1752-1755
    • (1996) JAMA , vol.276 , pp. 1752-1755
    • Egglin, T.K.P.1    Feinstein, A.R.2
  • 46
    • 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 249 (2008) 47-53
    • (2008) Radiology , vol.249 , pp. 47-53
    • Gur, D.1    Bandos, A.I.2    Cohen, C.S.3


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