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Volumn 35, Issue 12, 2008, Pages 5340-5350

Automated regional registration and characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis

Author keywords

Computer aided diagnosis; Feature analysis; Interval changes; Malignancy; Mammography; Microcalcification classification

Indexed keywords

BIOMINERALIZATION; CALCIFICATION (BIOCHEMISTRY); COMPUTER AIDED ANALYSIS; COMPUTER AIDED DIAGNOSIS; MAMMOGRAPHY; X RAY SCREENS;

EID: 56749182670     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.3002311     Document Type: Article
Times cited : (10)

References (41)
  • 2
    • 0035340697 scopus 로고    scopus 로고
    • The life-sparing potential of mammographic screening
    • B. Cady and J. S. Michaelson, " The life-sparing potential of mammographic screening.," Cancer (N.Y.) 91, 1699-1703 (2001).
    • (2001) Cancer (N.Y.) , vol.91 , pp. 1699-1703
    • Cady, B.1    Michaelson, J.S.2
  • 3
    • 0027943484 scopus 로고
    • Obtaining previous mammograms for comparison: Usefullness and costs
    • L. W. Bassett, B. Shayestehfar, and I. Hirbawi, " Obtaining previous mammograms for comparison: Usefullness and costs.," AJR, Am. J. Roentgenol. 163, 1083-1086 (1994).
    • (1994) AJR, Am. J. Roentgenol. , vol.163 , pp. 1083-1086
    • Bassett, L.W.1    Shayestehfar, B.2    Hirbawi, I.3
  • 4
    • 0036838971 scopus 로고    scopus 로고
    • Differential value of comparison with previous examinations in diagnostic versus screening mammography
    • E. S. Burnside, E. A. Sickles, R. E. Sohlich, and K. E. Dee, " Differential value of comparison with previous examinations in diagnostic versus screening mammography.," AJR, Am. J. Roentgenol. 179, 1173-1177 (2002).
    • (2002) AJR, Am. J. Roentgenol. , vol.179 , pp. 1173-1177
    • Burnside, E.S.1    Sickles, E.A.2    Sohlich, R.E.3    Dee, K.E.4
  • 7
    • 0030996609 scopus 로고    scopus 로고
    • Computerized classification of malignant and benign microcalcifications on mammograms: Texture analysis using an artificial neural network
    • H. P. Chan, B. Sahiner, N. Petrick, M. A. Helvie, K. L. Leung, D. D. Adler, and M. M. Goodsitt, " Computerized classification of malignant and benign microcalcifications on mammograms: Texture analysis using an artificial neural network.," Phys. Med. Biol. 42, 549-567 (1997).
    • (1997) Phys. Med. Biol. , vol.42 , pp. 549-567
    • Chan, H.P.1    Sahiner, B.2    Petrick, N.3    Helvie, M.A.4    Leung, K.L.5    Adler, D.D.6    Goodsitt, M.M.7
  • 8
    • 0031733057 scopus 로고    scopus 로고
    • Computerized analysis of mammographic microcalcifications in morphological and texture feature space
    • H.-P. Chan, B. Sahiner, K. L. Lam, N. Petrick, M. A. Helvie, M. M. Goodsitt, and D. D. Adler, " Computerized analysis of mammographic microcalcifications in morphological and texture feature space.," Med. Phys. 25, 2007-2019 (1998).
    • (1998) Med. Phys. , vol.25 , pp. 2007-2019
    • Chan, H.-P.1    Sahiner, B.2    Lam, K.L.3    Petrick, N.4    Helvie, M.A.5    Goodsitt, M.M.6    Adler, D.D.7
  • 9
    • 0034806649 scopus 로고    scopus 로고
    • Dependence of computer classification of clustered microcalcifications on the correct detection of microcalcifications
    • Y. Jiang, R. M. Nishikawa, and J. Papaioannou, " Dependence of computer classification of clustered microcalcifications on the correct detection of microcalcifications.," Med. Phys. 28, 1949-1957 (2001).
    • (2001) Med. Phys. , vol.28 , pp. 1949-1957
    • Jiang, Y.1    Nishikawa, R.M.2    Papaioannou, J.3
  • 10
    • 0037911226 scopus 로고    scopus 로고
    • The use of a priori information in the detection of mammographic microcalcifications to improve their classification
    • M. F. Salfity, R. M. Nishikawa, Y. Jiang, and J. Papaioannou, " The use of a priori information in the detection of mammographic microcalcifications to improve their classification.," Med. Phys. 30, 823-831 (2003).
    • (2003) Med. Phys. , vol.30 , pp. 823-831
    • Salfity, M.F.1    Nishikawa, R.M.2    Jiang, Y.3    Papaioannou, J.4
  • 11
    • 4644282568 scopus 로고    scopus 로고
    • Radial gradient-based segmentation of mammographic microcalcifications: Observer evaluation and effect on CAD performance
    • S. Paquerault, L. M. Yarusso, J. Papaioannou, Y. Jiang, and R. M. Nishikawa, " Radial gradient-based segmentation of mammographic microcalcifications: Observer evaluation and effect on CAD performance.," Med. Phys. 31, 2648-2657 (2004).
    • (2004) Med. Phys. , vol.31 , pp. 2648-2657
    • Paquerault, S.1    Yarusso, L.M.2    Papaioannou, J.3    Jiang, Y.4    Nishikawa, R.M.5
  • 12
    • 1242338930 scopus 로고    scopus 로고
    • Computer-aided diagnosis of mammographic microcalcification clusters
    • M. Kallergi, " Computer-aided diagnosis of mammographic microcalcification clusters.," Med. Phys. 31, 314-326 (2004).
    • (2004) Med. Phys. , vol.31 , pp. 314-326
    • Kallergi, M.1
  • 13
    • 1442280978 scopus 로고    scopus 로고
    • Computerized evaluation of mammographic lesions: What diagnostic role does the shape of the individual microcalcifications play compared with the geometry of the cluster?
    • I. Leichter, R. Lederman, S. S. Buchbinder, P. Bamberger, B. Novak, and S. Fields, " Computerized evaluation of mammographic lesions: What diagnostic role does the shape of the individual microcalcifications play compared with the geometry of the cluster?," AJR, Am. J. Roentgenol. 2004, 705-712 (2004).
    • (2004) AJR, Am. J. Roentgenol. , vol.2004 , pp. 705-712
    • Leichter, I.1    Lederman, R.2    Buchbinder, S.S.3    Bamberger, P.4    Novak, B.5    Fields, S.6
  • 14
    • 19044383038 scopus 로고    scopus 로고
    • A study on several machine-learning methods for classification of malignant and benign clustered microcalcifications
    • L. Wei, Y. Yang, R. M. Nishikawa, and Y. Jiang, " A study on several machine-learning methods for classification of malignant and benign clustered microcalcifications.," IEEE Trans. Med. Imaging 24, 371-380 (2005).
    • (2005) IEEE Trans. Med. Imaging , vol.24 , pp. 371-380
    • Wei, L.1    Yang, Y.2    Nishikawa, R.M.3    Jiang, Y.4
  • 15
    • 0036033758 scopus 로고    scopus 로고
    • Computer-aided characterization of malignant and benign microcalcification clusters based on the analysis of temporal change of mammographic features
    • L. M. Hadjiiski, H. P. Chan, B. Sahiner, N. Petrick, M. A. Helvie, M. A. Roubidoux, and M. N. Gurcan, " Computer-aided characterization of malignant and benign microcalcification clusters based on the analysis of temporal change of mammographic features.," Proc. SPIE 4684, 749-753 (2002).
    • (2002) Proc. SPIE , vol.4684 , pp. 749-753
    • Hadjiiski, L.M.1    Chan, H.P.2    Sahiner, B.3    Petrick, N.4    Helvie, M.A.5    Roubidoux, M.A.6    Gurcan, M.N.7
  • 17
    • 33745171453 scopus 로고    scopus 로고
    • Characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis-Comparison of classifiers
    • L. M. Hadjiiski, D. Drouillard, H. P. Chan, B. Sahiner, M. A. Helvie, M. A. Roubidoux, and C. Zhou, " Characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis-Comparison of classifiers.," Proc. SPIE 6144, 5Q1-5Q6 (2006).
    • (2006) Proc. SPIE , vol.6144
    • Hadjiiski, L.M.1    Drouillard, D.2    Chan, H.P.3    Sahiner, B.4    Helvie, M.A.5    Roubidoux, M.A.6    Zhou, C.7
  • 18
    • 0035188627 scopus 로고    scopus 로고
    • Analysis of temporal change of mammographic features: Computer-aided classification of malignant and benign breast masses
    • L. M. Hadjiiski, B. Sahiner, H. P. Chan, N. Petrick, M. A. Helvie, and M. N. Gurcan, " Analysis of temporal change of mammographic features: Computer-aided classification of malignant and benign breast masses.," Med. Phys. 28, 2309-2317 (2001).
    • (2001) Med. Phys. , vol.28 , pp. 2309-2317
    • Hadjiiski, L.M.1    Sahiner, B.2    Chan, H.P.3    Petrick, N.4    Helvie, M.A.5    Gurcan, M.N.6
  • 19
    • 4644265703 scopus 로고    scopus 로고
    • Improvement of radiologists' characterization of malignant and benign breast masses in serial mammograms by computer-aided diagnosis: An ROC study
    • L. M. Hadjiiski, " Improvement of radiologists' characterization of malignant and benign breast masses in serial mammograms by computer-aided diagnosis: An ROC study.," Radiology 233, 255-265 (2004).
    • (2004) Radiology , vol.233 , pp. 255-265
    • Hadjiiski, L.M.1
  • 20
    • 34547361474 scopus 로고    scopus 로고
    • Temporal change analysis for characterization of mass lesions in mammography
    • S. Timp, C. Varela, and N. Karssemeijer, " Temporal change analysis for characterization of mass lesions in mammography.," IEEE Trans. Med. Imaging 26, 945-953 (2007).
    • (2007) IEEE Trans. Med. Imaging , vol.26 , pp. 945-953
    • Timp, S.1    Varela, C.2    Karssemeijer, N.3
  • 21
    • 0034971403 scopus 로고    scopus 로고
    • Automated registration of breast lesions in temporal pairs of mammograms for interval change analysis-Local affine transformation for improved localization
    • L. M. Hadjiiski, H. P. Chan, B. Sahiner, N. Petrick, and M. A. Helvie, " Automated registration of breast lesions in temporal pairs of mammograms for interval change analysis-Local affine transformation for improved localization.," Med. Phys. 28, 1070-1079 (2001).
    • (2001) Med. Phys. , vol.28 , pp. 1070-1079
    • Hadjiiski, L.M.1    Chan, H.P.2    Sahiner, B.3    Petrick, N.4    Helvie, M.A.5
  • 22
    • 0023501052 scopus 로고
    • Image feature analysis and computer-aided diagnosis in digital radiography. 1. Automated detection of microcalcifications in mammography
    • H. P. Chan, K. Doi, S. Galhotra, C. J. Vyborny, H. MacMahon, and P. M. Jokich, " Image feature analysis and computer-aided diagnosis in digital radiography. 1. Automated detection of microcalcifications in mammography.," Med. Phys. 14, 538-548 (1987).
    • (1987) Med. Phys. , vol.14 , pp. 538-548
    • Chan, H.P.1    Doi, K.2    Galhotra, S.3    Vyborny, C.J.4    MacMahon, H.5    Jokich, P.M.6
  • 23
    • 0028849805 scopus 로고
    • Computer-aided detection of mammographic microcalcifications: Pattern recognition with an artificial neural network
    • H. P. Chan, S. C. B. Lo, B. Sahiner, K. L. Lam, and M. A. Helvie, " Computer-aided detection of mammographic microcalcifications: Pattern recognition with an artificial neural network.," Med. Phys. 22, 1555-1567 (1995).
    • (1995) Med. Phys. , vol.22 , pp. 1555-1567
    • Chan, H.P.1    Lo, S.C.B.2    Sahiner, B.3    Lam, K.L.4    Helvie, M.A.5
  • 24
    • 0001416258 scopus 로고
    • Texture classification using gray level run lengths
    • M. M. Galloway, " Texture classification using gray level run lengths.," Comput. Graph. Image Process. 4, 172-179 (1975).
    • (1975) Comput. Graph. Image Process. , vol.4 , pp. 172-179
    • Galloway, M.M.1
  • 25
    • 0016939601 scopus 로고
    • A comparative study of texture measures for terrain classification
    • J. S. Weszka, C. R. Dyer, and A. Rosenfeld, " A comparative study of texture measures for terrain classification.," IEEE Trans. Syst. Man Cybern. 6, 269-285 (1976).
    • (1976) IEEE Trans. Syst. Man Cybern. , vol.6 , pp. 269-285
    • Weszka, J.S.1    Dyer, C.R.2    Rosenfeld, A.3
  • 26
    • 0030270445 scopus 로고    scopus 로고
    • Classification of mass and normal breast tissue: A convolution neural network classifier with spatial domain and texture images
    • B. Sahiner, H. P. Chan, N. Petrick, D. Wei, M. A. Helvie, D. D. Adler, and M. M. Goodsitt, " Classification of mass and normal breast tissue: A convolution neural network classifier with spatial domain and texture images.," IEEE Trans. Med. Imaging 15, 598-610 (1996).
    • (1996) IEEE Trans. Med. Imaging , vol.15 , pp. 598-610
    • Sahiner, B.1    Chan, H.P.2    Petrick, N.3    Wei, D.4    Helvie, M.A.5    Adler, D.D.6    Goodsitt, M.M.7
  • 28
    • 0022470978 scopus 로고
    • ROC methodology in radiologic imaging
    • C. E. Metz, " ROC methodology in radiologic imaging.," Invest. Radiol. 21, 720-733 (1986).
    • (1986) Invest. Radiol. , vol.21 , pp. 720-733
    • Metz, C.E.1
  • 30
    • 0029824432 scopus 로고    scopus 로고
    • A receiver operating characteristic partial area index for highly sensitive diagnostic tests
    • Y. Jiang, C. E. Metz, and R. M. Nishikawa, " A receiver operating characteristic partial area index for highly sensitive diagnostic tests.," Radiology 201, 745-750 (1996).
    • (1996) Radiology , vol.201 , pp. 745-750
    • Jiang, Y.1    Metz, C.E.2    Nishikawa, R.M.3
  • 31
    • 84950461478 scopus 로고
    • Estimating the error rate of a prediction rule: Improvement on cross-validation
    • B. Efron, " Estimating the error rate of a prediction rule: Improvement on cross-validation.," J. Am. Stat. Assoc. 78, 316-331 (1983).
    • (1983) J. Am. Stat. Assoc. , vol.78 , pp. 316-331
    • Efron, B.1
  • 32
    • 0031536511 scopus 로고    scopus 로고
    • Improvements on cross-validation: The 632+ bootstrap method
    • B. Efron and R. Tibshirani, " Improvements on cross-validation: The 632+ bootstrap method.," J. Am. Stat. Assoc. 92, 548-560 (1997).
    • (1997) J. Am. Stat. Assoc. , vol.92 , pp. 548-560
    • Efron, B.1    Tibshirani, R.2
  • 33
    • 41449091519 scopus 로고    scopus 로고
    • Classifier performance prediction for computer-aided diagnosis using a limited data set
    • B. Sahiner, H. P. Chan, and L. Hadjiiski, " Classifier performance prediction for computer-aided diagnosis using a limited data set.," Med. Phys. 35, 1559-1570 (2008).
    • (2008) Med. Phys. , vol.35 , pp. 1559-1570
    • Sahiner, B.1    Chan, H.P.2    Hadjiiski, L.3
  • 35
    • 0036174154 scopus 로고    scopus 로고
    • Improvement of computerized mass detection on mammograms: Fusion of two-view information
    • S. Paquerault, N. Petrick, H. P. Chan, B. Sahiner, and M. A. Helvie, " Improvement of computerized mass detection on mammograms: Fusion of two-view information.," Med. Phys. 29, 238-247 (2002).
    • (2002) Med. Phys. , vol.29 , pp. 238-247
    • Paquerault, S.1    Petrick, N.2    Chan, H.P.3    Sahiner, B.4    Helvie, M.A.5
  • 36
  • 37
    • 21144458771 scopus 로고    scopus 로고
    • Correspondence in texture features between two mammographic views
    • S. Gupta and M. K. Markey, " Correspondence in texture features between two mammographic views.," Med. Phys. 32, 1598-1606 (2005).
    • (2005) Med. Phys. , vol.32 , pp. 1598-1606
    • Gupta, S.1    Markey, M.K.2
  • 39
    • 0035544614 scopus 로고    scopus 로고
    • Computerized analysis of multiple-mammographic views: Potential usefulness of special view mammograms in computer-aided diagnosis
    • Z. Huo, M. L. Giger, and C. J. Vyborny, " Computerized analysis of multiple-mammographic views: Potential usefulness of special view mammograms in computer-aided diagnosis.," IEEE Trans. Med. Imaging 20, 1285-1292 (2001).
    • (2001) IEEE Trans. Med. Imaging , vol.20 , pp. 1285-1292
    • Huo, Z.1    Giger, M.L.2    Vyborny, C.J.3
  • 40
    • 33847677137 scopus 로고    scopus 로고
    • Combining two mammographic projections in a computer aided mass detection method
    • S. van Engeland and N. Karssemeijer, " Combining two mammographic projections in a computer aided mass detection method.," Med. Phys. 34, 898-905 (2007).
    • (2007) Med. Phys. , vol.34 , pp. 898-905
    • Van Engeland, S.1    Karssemeijer, N.2
  • 41
    • 33746264024 scopus 로고    scopus 로고
    • Breast masses: Computer-aided diagnosis with serial mammograms
    • L. M. Hadjiiski, " Breast masses: Computer-aided diagnosis with serial mammograms.," Radiology 240, 343-356 (2006).
    • (2006) Radiology , vol.240 , pp. 343-356
    • Hadjiiski, L.M.1


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