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Volumn 50, Issue 5, 2006, Pages 478-487

Analysis of proposed three-class classification decision rules in terms of the ideal observer decision rule

Author keywords

Ideal observer decision rules; ROC analysis; Three class classification

Indexed keywords


EID: 33745127667     PISSN: 00222496     EISSN: 10960880     Source Type: Journal    
DOI: 10.1016/j.jmp.2006.05.004     Document Type: Article
Times cited : (14)

References (31)
  • 3
    • 0024462154 scopus 로고
    • Maximum likelihood analysis of free-response operating characteristic (FROC) data
    • Chakraborty D.P. Maximum likelihood analysis of free-response operating characteristic (FROC) data. Medical Physics 16 (1989) 561-568
    • (1989) Medical Physics , vol.16 , pp. 561-568
    • Chakraborty, D.P.1
  • 4
    • 0036187294 scopus 로고    scopus 로고
    • Statistical power in observer-performance studies: Comparison of the receiver operating characteristic and free-response methods in tasks involving localization
    • Chakraborty D.P. Statistical power in observer-performance studies: Comparison of the receiver operating characteristic and free-response methods in tasks involving localization. Academic Radiology 9 (2002) 147-156
    • (2002) Academic Radiology , vol.9 , pp. 147-156
    • Chakraborty, D.P.1
  • 5
    • 0041874897 scopus 로고    scopus 로고
    • Chan, H.-P., Sahiner, B., Hadjiiski, L. M., Petrick, N., & Zhou, C. (2003). Design of three-class classifiers in computer-aided diagnosis: Monte carlo simulation study. In M. Sonka, J.M. Fitzpatrick (Eds.), Proceedings of the SPIE, medical imaging 2003: Image processing (Vol. 5032, pp. 567-578). Bellingham, WA: SPIE.
  • 6
    • 0033912712 scopus 로고    scopus 로고
    • Comparing three-class diagnostic tests by three-way ROC analysis
    • Dreiseitl S., Ohno-Machado L., and Binder M. Comparing three-class diagnostic tests by three-way ROC analysis. Medical Decision Making 20 (2000) 323-331
    • (2000) Medical Decision Making , vol.20 , pp. 323-331
    • Dreiseitl, S.1    Ohno-Machado, L.2    Binder, M.3
  • 7
    • 1642454596 scopus 로고    scopus 로고
    • Estimating three-class ideal observer decision variables for computerized detection and classification of mammographic mass lesions
    • Edwards D.C., Lan L., Metz C.E., Giger M.L., and Nishikawa R.M. Estimating three-class ideal observer decision variables for computerized detection and classification of mammographic mass lesions. Medical Physics 31 (2004) 81-90
    • (2004) Medical Physics , vol.31 , pp. 81-90
    • Edwards, D.C.1    Lan, L.2    Metz, C.E.3    Giger, M.L.4    Nishikawa, R.M.5
  • 9
    • 14744290093 scopus 로고    scopus 로고
    • The hypervolume under the ROC hypersurface of 'near-guessing' and 'near-perfect' observers in N-class classification tasks
    • Edwards D.C., Metz C.E., and Nishikawa R.M. The hypervolume under the ROC hypersurface of 'near-guessing' and 'near-perfect' observers in N-class classification tasks. IEEE Transactions on Medical Imaging 24 (2005) 293-299
    • (2005) IEEE Transactions on Medical Imaging , vol.24 , pp. 293-299
    • Edwards, D.C.1    Metz, C.E.2    Nishikawa, R.M.3
  • 10
    • 33747829172 scopus 로고    scopus 로고
    • Ferri, C., Hernández-Orallo, J., & Salido, M. A. (2003). Volume under the ROC surface for multi-class problems: Exact computation and evaluation of approximations. Technical Report, Dep. Sistemes Informàtics i Computació, Univ. Politècnica de València (Spain).
  • 11
    • 0003562954 scopus 로고    scopus 로고
    • A simple generalisation of the area under the ROC curve for multiple class classification problems
    • Hand D.J., and Till R.J. A simple generalisation of the area under the ROC curve for multiple class classification problems. Machine Learning 45 (2001) 171-186
    • (2001) Machine Learning , vol.45 , pp. 171-186
    • Hand, D.J.1    Till, R.J.2
  • 12
  • 13
    • 0032859242 scopus 로고    scopus 로고
    • Effect of dominant features on neural network performance in the classification of mammographic lesions
    • Huo Z., Giger M.L., and Metz C.E. Effect of dominant features on neural network performance in the classification of mammographic lesions. Physics in Medicine and Biology 44 (1999) 2579-2595
    • (1999) Physics in Medicine and Biology , vol.44 , pp. 2579-2595
    • Huo, Z.1    Giger, M.L.2    Metz, C.E.3
  • 14
    • 0035544614 scopus 로고    scopus 로고
    • Computerized analysis of multiple-mammographic views: Potential usefulness of special view mammograms in computer-aided diagnosis
    • Huo Z., Giger M.L., and Vyborny C.J. Computerized analysis of multiple-mammographic views: Potential usefulness of special view mammograms in computer-aided diagnosis. IEEE Transactions on Medical Imaging 20 (2001) 1285-1292
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , pp. 1285-1292
    • Huo, Z.1    Giger, M.L.2    Vyborny, C.J.3
  • 15
    • 0036316503 scopus 로고    scopus 로고
    • Breast cancer: Effectiveness of computer-aided diagnosis-Observer study with independent database of mammograms
    • Huo Z., Giger M.L., Vyborny C.J., and Metz C.E. 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.1    Giger, M.L.2    Vyborny, C.J.3    Metz, C.E.4
  • 16
    • 0033663963 scopus 로고    scopus 로고
    • Computerized classification of benign and malignant masses on digitized mammograms: A study of robustness
    • Huo Z., Giger M.L., Vyborny C.J., Wolverton D.E., and Metz C.E. Computerized classification of benign and malignant masses on digitized mammograms: A study of robustness. Academic Radiology 7 (2000) 1077-1084
    • (2000) Academic Radiology , vol.7 , pp. 1077-1084
    • Huo, Z.1    Giger, M.L.2    Vyborny, C.J.3    Wolverton, D.E.4    Metz, C.E.5
  • 17
    • 0031875382 scopus 로고    scopus 로고
    • Automated computerized classification of malignant and benign masses on digitized mammograms
    • Huo Z., Giger M.L., Vyborny C.J., Wolverton D.E., Schmidt R.A., and Doi K. Automated computerized classification of malignant and benign masses on digitized mammograms. Academic Radiology 5 (1998) 155-168
    • (1998) Academic Radiology , vol.5 , pp. 155-168
    • Huo, Z.1    Giger, M.L.2    Vyborny, C.J.3    Wolverton, D.E.4    Schmidt, R.A.5    Doi, K.6
  • 18
    • 33747863467 scopus 로고    scopus 로고
    • Kupinski, M. A. (2000). Computerized pattern classification in medical imaging. Ph.D. Thesis, The University of Chicago, Chicago, IL.
  • 22
    • 7944220109 scopus 로고    scopus 로고
    • Ordered multiple-class ROC analysis with continuous measurements
    • Nakas C.T., and Yiannoutsos C.T. Ordered multiple-class ROC analysis with continuous measurements. Statistics in Medicine 23 (2004) 3437-3449
    • (2004) Statistics in Medicine , vol.23 , pp. 3437-3449
    • Nakas, C.T.1    Yiannoutsos, C.T.2
  • 23
    • 0035683505 scopus 로고    scopus 로고
    • The 'differential diagnosis' for multiple diseases: Comparison with the binary-truth state experiment in two empirical studies
    • Obuchowski N.A., Applegate K.E., Goske M.J., Arheart K.L., Myers M.T., and Morrison S. The 'differential diagnosis' for multiple diseases: Comparison with the binary-truth state experiment in two empirical studies. Academic Radiology 8 (2001) 947-954
    • (2001) Academic Radiology , vol.8 , pp. 947-954
    • Obuchowski, N.A.1    Applegate, K.E.2    Goske, M.J.3    Arheart, K.L.4    Myers, M.T.5    Morrison, S.6
  • 24
    • 24644524609 scopus 로고    scopus 로고
    • Patel, A. C., Markey, M. K. (2005). Comparison of three-class classification performance metrics: A case study in breast cancer CAD. In M.P. Eckstein, Y. Jiang (Eds.), Proceedings of the SPIE, medical imaging 2005: Image perception, observer performance, and technology assessment (Vol. 5749, pp. 581-589). Bellingham, WA, SPIE.
  • 25
    • 0030240706 scopus 로고    scopus 로고
    • Multiple-event forced-choice tasks in the theory of signal detectability
    • Scurfield B.K. Multiple-event forced-choice tasks in the theory of signal detectability. Journal of Mathematical Psychology 40 (1996) 253-269
    • (1996) Journal of Mathematical Psychology , vol.40 , pp. 253-269
    • Scurfield, B.K.1
  • 26
    • 0010149664 scopus 로고    scopus 로고
    • Generalization of the theory of signal detectability to n-event m-dimensional forced-choice tasks
    • Scurfield B.K. Generalization of the theory of signal detectability to n-event m-dimensional forced-choice tasks. Journal of Mathematical Psychology 42 (1998) 5-31
    • (1998) Journal of Mathematical Psychology , vol.42 , pp. 5-31
    • Scurfield, B.K.1
  • 27
    • 33747857275 scopus 로고    scopus 로고
    • Srinivasan, A. (1999). Note on the location of optimal classifiers in n-dimensional ROC space. Technical Report PRG-TR-2-99, Oxford University Computing Laboratory, Wolfson Building, Parks Road, Oxford.
  • 29
    • 0025949727 scopus 로고
    • Computerized detection of masses in digital mammograms: Analysis of bilateral subtraction images
    • Yin F.-F., Giger M.L., Doi K., Metz C.E., Vyborny C.J., and Schmidt R.A. Computerized detection of masses in digital mammograms: Analysis of bilateral subtraction images. Medical Physics 18 (1991) 955-963
    • (1991) Medical Physics , vol.18 , pp. 955-963
    • Yin, F.-F.1    Giger, M.L.2    Doi, K.3    Metz, C.E.4    Vyborny, C.J.5    Schmidt, R.A.6
  • 30
    • 0028293961 scopus 로고
    • Computerized detection of masses in digital mammograms: Automated alignment of breast images and its effect on bilateral-subtraction technique
    • Yin F.-F., Giger M.L., Doi K., Vyborny C.J., and Schmidt R.A. Computerized detection of masses in digital mammograms: Automated alignment of breast images and its effect on bilateral-subtraction technique. Medical Physics 21 (1994) 445-452
    • (1994) Medical Physics , vol.21 , pp. 445-452
    • Yin, F.-F.1    Giger, M.L.2    Doi, K.3    Vyborny, C.J.4    Schmidt, R.A.5
  • 31
    • 0027817379 scopus 로고
    • Comparison of bilateral-subtraction and single-image processing techniques in the computerized detection of mammographic masses
    • Yin F.-F., Giger M.L., Vyborny C.J., Doi K., and Schmidt R.A. Comparison of bilateral-subtraction and single-image processing techniques in the computerized detection of mammographic masses. Investigation Radiology 28 (1993) 473-481
    • (1993) Investigation Radiology , vol.28 , pp. 473-481
    • Yin, F.-F.1    Giger, M.L.2    Vyborny, C.J.3    Doi, K.4    Schmidt, R.A.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.