메뉴 건너뛰기




Volumn 39, Issue 3, 2011, Pages 931-945

Improving breast cancer risk stratification using resonance-frequency electrical impedance spectroscopy through fusion of multiple classifiers

Author keywords

Breast cancer risk stratification; Electrical impedance spectroscopy; Fusion of classifiers; Resonance frequency; Technology assessment

Indexed keywords

BREAST CANCER RISK; ELECTRICAL IMPEDANCE SPECTROSCOPY; FUSION OF CLASSIFIERS; RESONANCE FREQUENCY; TECHNOLOGY ASSESSMENT;

EID: 79951557426     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-010-0210-4     Document Type: Article
Times cited : (31)

References (49)
  • 1
    • 0003503113 scopus 로고
    • On the link between error correlation and error reduction in decision tree ensembles
    • Ali, K. M. and M. J. Pazzani. On the link between error correlation and error reduction in decision tree ensembles. Technical Report ICS-UCI, 1995.
    • (1995) Technical Report ICS-UCI
    • Ali, K.M.1    Pazzani, M.J.2
  • 3
    • 33644910696 scopus 로고    scopus 로고
    • GMM-based target classification for ground surveillance Doppler radar
    • DOI 10.1109/TAES.2006.1603422
    • I Bilik J Tabrikian A Cohen 2006 GMM-based target classification for ground surveillance Doppler radar IEEE Trans. Aerosp. Electron. Syst. 42 1 267 278 10.1109/TAES.2006.1603422 (Pubitemid 43379982)
    • (2006) IEEE Transactions on Aerospace and Electronic Systems , vol.42 , Issue.1 , pp. 267-278
    • Bilik, I.1    Tabrikian, J.2    Cohen, A.3
  • 5
    • 27144489164 scopus 로고    scopus 로고
    • A Tutorial on Support Vector Machines for Pattern Recognition
    • DOI 10.1023/A:1009715923555
    • CJC Burges 1998 A tutorial on support vector machines for pattern recognition Data Min. Knowl. Discov. 2 121 167 10.1023/A:1009715923555 (Pubitemid 128126769)
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-168
    • Burges, C.J.C.1
  • 6
    • 0029244593 scopus 로고
    • Recognition of handwritten numerals with multiple feature and multistage classifier
    • 10.1016/0031-3203(94)00094-3
    • J Cao M Ahmadi M Shridhar 1995 Recognition of handwritten numerals with multiple feature and multistage classifier Pattern Recognit. 28 2 153 160 10.1016/0031-3203(94)00094-3
    • (1995) Pattern Recognit. , vol.28 , Issue.2 , pp. 153-160
    • Cao, J.1    Ahmadi, M.2    Shridhar, M.3
  • 8
    • 0029247604 scopus 로고
    • Combining multiple neural networks by fuzzy integral for robust classification
    • 10.1109/21.478451
    • SB Cho JH Kim 1995 Combining multiple neural networks by fuzzy integral for robust classification IEEE Trans. Syst. Man Cybern. 25 2 380 384 10.1109/21.478451
    • (1995) IEEE Trans. Syst. Man Cybern. , vol.25 , Issue.2 , pp. 380-384
    • Cho, S.B.1    Kim, J.H.2
  • 9
    • 0028398856 scopus 로고
    • Model-based chromosome recognition via hypotheses construction/ verification
    • 10.1016/0167-8655(94)90063-9
    • DA Denisov AK Dudkin 1994 Model-based chromosome recognition via hypotheses construction/verification Pattern Recognit. Lett. 15 3 299 307 10.1016/0167-8655(94)90063-9
    • (1994) Pattern Recognit. Lett. , vol.15 , Issue.3 , pp. 299-307
    • Denisov, D.A.1    Dudkin, A.K.2
  • 10
    • 0024870018 scopus 로고
    • An interactive two-level architecture for a memory network pattern classifier
    • 10.1016/0167-8655(89)90090-1
    • MC Fairhurst HMSA Wahab 1989 An interactive two-level architecture for a memory network pattern classifier Pattern Recognit. Lett. 10 4 211 215 10.1016/0167-8655(89)90090-1
    • (1989) Pattern Recognit. Lett. , vol.10 , Issue.4 , pp. 211-215
    • Fairhurst, M.C.1    Hmsa, W.2
  • 12
    • 60849137466 scopus 로고    scopus 로고
    • Fusion of classifiers for illumination robust face recognition
    • 10.1016/j.eswa.2008.11.006
    • A Franco L Nanni 2009 Fusion of classifiers for illumination robust face recognition Expert Syst. Appl. 36 8946 8954 10.1016/j.eswa.2008.11.006
    • (2009) Expert Syst. Appl. , vol.36 , pp. 8946-8954
    • Franco, A.1    Nanni, L.2
  • 14
    • 77957107746 scopus 로고
    • The electric capacity of tumors of the breast
    • H Fricke S Morse 1926 The electric capacity of tumors of the breast J. Cancer Res. 16 310 376
    • (1926) J. Cancer Res. , vol.16 , pp. 310-376
    • Fricke, H.1    Morse, S.2
  • 16
    • 67249138819 scopus 로고    scopus 로고
    • Developing and testing a multi-probe resonance electrical impedance spectroscopy system for detecting breast abnormalities
    • Gur, D., B. Zheng, S. Dhurjaty, G. Wolfe, et al. Developing and testing a multi-probe resonance electrical impedance spectroscopy system for detecting breast abnormalities. In: Proc. SPIE, San Diego, 2009, pp. 72631F-1-8.
    • (2009) Proc. SPIE, San Diego
    • Gur, D.1    Zheng, B.2    Dhurjaty, S.3    Wolfe, G.4
  • 17
    • 79551715832 scopus 로고    scopus 로고
    • A support vector machine designed to identify breasts at high risk using multi-probe generated REIS signals: A preliminary assessment
    • Gur, D., B. Zheng, D. Lederman, S. Dhurjaty, et al. A support vector machine designed to identify breasts at high risk using multi-probe generated REIS signals: a preliminary assessment. In: Proc. SPIE, San Diego, 2010, pp. 7627B127-46.
    • (2010) Proc. SPIE, San Diego
    • Gur, D.1    Zheng, B.2    Lederman, D.3    Dhurjaty, S.4
  • 20
    • 0029230267 scopus 로고
    • Combining of multiple experts for the recognition of unconstrained handwritten numerals
    • 10.1109/34.368145
    • TS Huang CY Suen 1995 Combining of multiple experts for the recognition of unconstrained handwritten numerals IEEE Trans. Pattern Anal. Mach. Intell. 17 1 90 94 10.1109/34.368145
    • (1995) IEEE Trans. Pattern Anal. Mach. Intell. , vol.17 , Issue.1 , pp. 90-94
    • Huang, T.S.1    Suen, C.Y.2
  • 21
    • 0036591481 scopus 로고    scopus 로고
    • Electrical impedance spectroscopy of the breast: Clinical imaging results in 26 subjects
    • DOI 10.1109/TMI.2002.800606, PII 1011092002800606, Electrical Impedance Tomography
    • TE Kerner KD Paulsen A Hartov, et al. 2002 Electrical impedance spectroscopy of the breast: clinical imaging results in 26 subjects IEEE Trans. Med. Imaging 21 638 645 10.1109/TMI.2002.800606 12166860 (Pubitemid 34950082)
    • (2002) IEEE Transactions on Medical Imaging , vol.21 , Issue.6 , pp. 638-645
    • Kerner, T.E.1    Paulsen, K.D.2    Hartov, A.3    Soho, S.K.4    Poplack, S.P.5
  • 22
    • 0026367884 scopus 로고
    • Handwritten numerical recognition based on multiple classifier systems
    • 10.1016/0031-3203(91)90094-L
    • F Kimura M Shridhar 1991 Handwritten numerical recognition based on multiple classifier systems Pattern Recognit. 24 10 969 983 10.1016/0031- 3203(91)90094-L
    • (1991) Pattern Recognit. , vol.24 , Issue.10 , pp. 969-983
    • Kimura, F.1    Shridhar, M.2
  • 26
    • 19544383036 scopus 로고
    • On the identity of optimal strategies for multiple stage classifiers
    • 10.1016/0167-8655(89)90016-0
    • MW Kurzynski 1989 On the identity of optimal strategies for multiple stage classifiers Pattern Recognit. Lett. 10 1 39 46 10.1016/0167-8655(89)90016- 0
    • (1989) Pattern Recognit. Lett. , vol.10 , Issue.1 , pp. 39-46
    • Kurzynski, M.W.1
  • 27
    • 19744380352 scopus 로고    scopus 로고
    • Screening with magnetic resonance imaging and mammography of a UK population at high familial risk of breast cancer: A prospective multicentre cohort study (MARIBS)
    • DOI 10.1016/S0140-6736(05)66481-1, PII S0140673605664811
    • MO Leach CR Boggis AK Dixon DF Easton, et al. 2005 Screening with magnetic resonance imaging and mammography of a UK population at high familiar risk of breast cancer: a prospective multicentre cohort study (MARIBS) Lancet 365 1769 1778 1:STN:280:DC%2BD2M3mvFCqtg%3D%3D 10.1016/S0140-6736(05)66646-9 15910949 (Pubitemid 40744657)
    • (2005) Lancet , vol.365 , Issue.9473 , pp. 1769-1778
    • Leach, M.O.1
  • 28
    • 44149128469 scopus 로고    scopus 로고
    • Power spectral analysis of mammographic parenchymal patterns for breast cancer risk assessment
    • 10.1007/s10278-007-9093-9 18175183
    • H Li ML Giger OI Olopade MR Chinander 2008 Power spectral analysis of mammographic parenchymal patterns for breast cancer risk assessment J. Digit. Imaging 21 145 152 10.1007/s10278-007-9093-9 18175183
    • (2008) J. Digit. Imaging , vol.21 , pp. 145-152
    • Li, H.1    Giger, M.L.2    Olopade, O.I.3    Chinander, M.R.4
  • 29
    • 0033800291 scopus 로고    scopus 로고
    • Electrical impedance scanning for classifying suspicious breast lesions: First results
    • 1:STN:280:DC%2BD3crgtVOitA%3D%3D 10.1007/s003300000553 11044924
    • A Malich T Fritsch R Anderson T Boehm, et al. 2000 Electrical impedance scanning for classifying suspicious breast lesions: first results Eur. Radiol. 10 1555 1561 1:STN:280:DC%2BD3crgtVOitA%3D%3D 10.1007/s003300000553 11044924
    • (2000) Eur. Radiol. , vol.10 , pp. 1555-1561
    • Malich, A.1    Fritsch, T.2    Anderson, R.3    Boehm, T.4
  • 30
    • 0025624934 scopus 로고
    • Breast cancer screening by impedance measurement
    • G Pipemo G Frei M Moshitzky 1990 Breast cancer screening by impedance measurement Med. Biol. Eng. 2 111 117
    • (1990) Med. Biol. Eng. , vol.2 , pp. 111-117
    • Pipemo, G.1    Frei, G.2    Moshitzky, M.3
  • 33
    • 0033692598 scopus 로고    scopus 로고
    • Breast cancer screening among women younger than age 50: A current assessment of the issues
    • 1:STN:280:DC%2BD3M%2Fjtlaitg%3D%3D 10.3322/canjclin.50.5.312 11075240
    • RA Smith 2000 Breast cancer screening among women younger than age 50: a current assessment of the issues CA Cancer J. Clin. 50 312 336 1:STN:280:DC%2BD3M%2Fjtlaitg%3D%3D 10.3322/canjclin.50.5.312 11075240
    • (2000) CA Cancer J. Clin. , vol.50 , pp. 312-336
    • Smith, R.A.1
  • 34
    • 33646548241 scopus 로고    scopus 로고
    • Prospective study of electrical impedance scanning for identifying young women at risk for breast cancer
    • 10.1007/s10549-005-9109-4 16491309
    • A Stojadinovic O Moskovitz G Gallimidi, et al. 2006 Prospective study of electrical impedance scanning for identifying young women at risk for breast cancer Breast Cancer Res. Treat. 97 179 189 10.1007/s10549-005-9109-4 16491309
    • (2006) Breast Cancer Res. Treat. , vol.97 , pp. 179-189
    • Stojadinovic, A.1    Moskovitz, O.2    Gallimidi, G.3
  • 37
    • 44949095588 scopus 로고    scopus 로고
    • Assembling a prototype resonance electrical impedance spectroscopy system for breast tissue signal detection: Preliminary assessment
    • Sumkin, J., B. Zheng, M. Gruss, J. Drescher, et al. Assembling a prototype resonance electrical impedance spectroscopy system for breast tissue signal detection: preliminary assessment. In: Proc. SPIE, 2008, pp. 691716-1-8.
    • (2008) Proc. SPIE , pp. 6917161-6917168
    • Sumkin, J.1    Zheng, B.2    Gruss, M.3    Drescher, J.4
  • 38
    • 0042860119 scopus 로고    scopus 로고
    • Impedance measurements for early detection of breast cancer in younger women: A preliminary assessment
    • Sumkin, J. H., A. Stojadinovic, and M. Huerbin, Impedance measurements for early detection of breast cancer in younger women: a preliminary assessment. In: Proc. SPIE, 2003, pp. 197-203.
    • (2003) Proc. SPIE , pp. 197-203
    • Sumkin, J.H.1    Stojadinovic, A.2    Huerbin, M.3
  • 41
    • 0037317897 scopus 로고    scopus 로고
    • Efficient greedy learning of gaussian mixture models
    • DOI 10.1162/089976603762553004
    • JJ Verbeek N Vlassis B Kröse 2003 Efficient greedy learning of Gaussian mixture models Neural Comput. 15 2 468 485 10.1162/089976603762553004 (Pubitemid 37049830)
    • (2003) Neural Computation , vol.15 , Issue.2 , pp. 469-485
    • Verbeek, J.J.1    Vlassis, N.2    Krose, B.3
  • 42
    • 0036469527 scopus 로고    scopus 로고
    • A greedy EM algorithm for Gaussian mixture learning
    • DOI 10.1023/A:1013844811137
    • N Vlassis A Likas 2002 A greedy EM algorithm for Gaussian mixture learning Neural Proc. Lett. 15 77 87 10.1023/A:1013844811137 (Pubitemid 34149545)
    • (2002) Neural Processing Letters , vol.15 , Issue.1 , pp. 77-87
    • Vlassis, N.1    Likas, A.2
  • 45
    • 0017067087 scopus 로고
    • Breast patterns as an index of risk for developing breast cancer
    • 1:STN:280:DyaE283gtlGrsw%3D%3D
    • JN Wolfe 1976 Breast patterns as an index of risk for developing breast cancer Am. J. Roentgenol. 126 1130 1139 1:STN:280:DyaE283gtlGrsw%3D%3D
    • (1976) Am. J. Roentgenol. , vol.126 , pp. 1130-1139
    • Wolfe, J.N.1
  • 46
    • 0026692226 scopus 로고
    • Stacked generalization
    • 10.1016/S0893-6080(05)80023-1
    • DH Wolpert 1992 Stacked generalization Neural Netw. 5 2 241 260 10.1016/S0893-6080(05)80023-1
    • (1992) Neural Netw. , vol.5 , Issue.2 , pp. 241-260
    • Wolpert, D.H.1
  • 47
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their applications to handwriting recognition
    • 10.1109/21.155943
    • L Xu A Krzyzak CY Suen 1992 Methods of combining multiple classifiers and their applications to handwriting recognition IEEE Trans. Syst. Man Cybern. 22 3 418 435 10.1109/21.155943
    • (1992) IEEE Trans. Syst. Man Cybern. , vol.22 , Issue.3 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.Y.3
  • 48
  • 49
    • 0028538778 scopus 로고
    • Discrimination of characters by a multi-stage recognition process
    • DOI 10.1016/0031-3203(94)90132-5
    • JY Zhou T Pavlidis 1994 Discrimination of characters by a multi-stage process Pattern Recognit. 27 11 1539 1549 10.1016/0031-3203(94)90132-5 (Pubitemid 124017643)
    • (1994) Pattern Recognition , vol.27 , Issue.11 , pp. 1539-1549
    • Zhou, J.1    Pavlidis, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.