메뉴 건너뛰기




Volumn 69, Issue , 2013, Pages 21-36

Breast cancer detection from thermal images using bispectral invariant features

Author keywords

Adaboost; Breast cancer; Higher order spectra; Invariant; Thermal images

Indexed keywords

AUTOMATED PATTERN RECOGNITION; BREAST CANCER; BREAST CANCER DETECTION; FUZZY C MEANS CLUSTERING; HIGHER ORDER SPECTRUM; INFORMATION EXTRACTION; INVARIANT; THERMAL IMAGES;

EID: 84876669188     PISSN: 12900729     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijthermalsci.2013.03.001     Document Type: Article
Times cited : (99)

References (64)
  • 1
    • 0032216616 scopus 로고    scopus 로고
    • A reappraisal of the use of infrared thermal image analysis in medicine
    • B.F. Jones A reappraisal of the use of infrared thermal image analysis in medicine IEEE Transactions on Medical Imaging 17 1998 1019 1027
    • (1998) IEEE Transactions on Medical Imaging , vol.17 , pp. 1019-1027
    • Jones, B.F.1
  • 3
    • 60549118149 scopus 로고    scopus 로고
    • A review of thermography as promising non-invasive detection modality for breast tumor
    • E.Y.K. Ng A review of thermography as promising non-invasive detection modality for breast tumor International Journal of Thermal Sciences 48 2008 849 855
    • (2008) International Journal of Thermal Sciences , vol.48 , pp. 849-855
    • Ng, E.Y.K.1
  • 6
    • 77649245174 scopus 로고    scopus 로고
    • Qualitative study of sexual functioning in couple with ED: Prospective evaluation of the thermography diagnostic system
    • W.K. Ng, E.Y.K. Ng, and Y.K. Tan Qualitative study of sexual functioning in couple with ED: prospective evaluation of the thermography diagnostic system The Journal of Reproductive Medicine 54 2009 698 705
    • (2009) The Journal of Reproductive Medicine , vol.54 , pp. 698-705
    • Ng, W.K.1    Ng, E.Y.K.2    Tan, Y.K.3
  • 7
    • 4143056905 scopus 로고    scopus 로고
    • Analysis of IR thermal imager for mass blind fever screening
    • E.Y.K. Ng, G.J.L. Kaw, and W.M. Chang Analysis of IR thermal imager for mass blind fever screening Microvascular Research 68 2004 104 109
    • (2004) Microvascular Research , vol.68 , pp. 104-109
    • Ng, E.Y.K.1    Kaw, G.J.L.2    Chang, W.M.3
  • 9
    • 0031869187 scopus 로고    scopus 로고
    • Infrared imaging of breast: Initial reappraisal using high-resolution digital technology in 100 successive cases of stage i and II breast cancer
    • P.D. Keyserlingk, J.R. Ahlgren, E. Yu, and N. Belliveau Infrared imaging of breast: initial reappraisal using high-resolution digital technology in 100 successive cases of stage I and II breast cancer The Breast Journal 4 1998 241 251
    • (1998) The Breast Journal , vol.4 , pp. 241-251
    • Keyserlingk, P.D.1    Ahlgren, J.R.2    Yu, E.3    Belliveau, N.4
  • 10
    • 84860533914 scopus 로고    scopus 로고
    • Analysis of breast thermography using fractal dimension to establish possible difference between malignant and benign patterns
    • M. EtehadTavakol, C. Lucas, S. Sadri, and E.Y.K. Ng Analysis of breast thermography using fractal dimension to establish possible difference between malignant and benign patterns Journal of Healthcare Engineering 1 2010 27 43
    • (2010) Journal of Healthcare Engineering , vol.1 , pp. 27-43
    • Etehadtavakol, M.1    Lucas, C.2    Sadri, S.3    Ng, E.Y.K.4
  • 11
    • 84879115039 scopus 로고    scopus 로고
    • Detecting breast cancer from thermal infrared images by asymmetry analysis
    • CRC Boca Raton
    • H. Qi, P.T. Kuruganti, and W.E. Snyder Detecting breast cancer from thermal infrared images by asymmetry analysis Biomedical Engineering Handbook 2006 CRC Boca Raton 27-1 27-14
    • (2006) Biomedical Engineering Handbook , pp. 271-2714
    • Qi, H.1    Kuruganti, P.T.2    Snyder, W.E.3
  • 14
    • 84856213748 scopus 로고    scopus 로고
    • Estimating the mutual information between bilateral breast in thermograms using nonparametric windows
    • M. EtehadTavakol, E.Y.K. Ng, C. Lucas, S. Sadri, and N. Gheissari Estimating the mutual information between bilateral breast in thermograms using nonparametric windows Journal of Medical Systems 35 2011 959 967
    • (2011) Journal of Medical Systems , vol.35 , pp. 959-967
    • Etehadtavakol, M.1    Ng, E.Y.K.2    Lucas, C.3    Sadri, S.4    Gheissari, N.5
  • 16
    • 0001092007 scopus 로고
    • Asymptotic theory of estimates of k-th order spectra
    • B. Harris, Wiley New York
    • D.R. Brillinger, and M. Rosenblatt Asymptotic theory of estimates of k-th order spectra B. Harris, Spectral Analysis of Time Series 1967 Wiley New York 153 188
    • (1967) Spectral Analysis of Time Series , pp. 153-188
    • Brillinger, D.R.1    Rosenblatt, M.2
  • 17
    • 0001092007 scopus 로고
    • Computation and interpretation of k-th order spectra
    • B. Harris, Wiley New York
    • D.R. Brillinger, and M. Rosenblatt Computation and interpretation of k-th order spectra B. Harris, Spectral Analysis of Time Series 1967 Wiley New York 189 232
    • (1967) Spectral Analysis of Time Series , pp. 189-232
    • Brillinger, D.R.1    Rosenblatt, M.2
  • 18
    • 0023383894 scopus 로고
    • Bispectrum estimation - A digital signal processing framework
    • C.L. Nikias, and M.R. Raghuveer Bispectrum estimation - a digital signal processing framework Proceedings of the IEEE 75 1987 869 891
    • (1987) Proceedings of the IEEE , vol.75 , pp. 869-891
    • Nikias, C.L.1    Raghuveer, M.R.2
  • 20
    • 0015104464 scopus 로고
    • Analysis of the inter-relationships between frequency bands of the EEG by means of the bispectrum: A preliminary study
    • G. Dumermuth, P.J. Huber, B. Kleine, and T. Gasser Analysis of the inter-relationships between frequency bands of the EEG by means of the bispectrum: a preliminary study Electroencephalography and Clinical Neurophysiology 31 1971 137 148
    • (1971) Electroencephalography and Clinical Neurophysiology , vol.31 , pp. 137-148
    • Dumermuth, G.1    Huber, P.J.2    Kleine, B.3    Gasser, T.4
  • 28
  • 33
    • 0027235180 scopus 로고
    • Pattern recognition using invariants defined from higher order spectra - One dimensional inputs
    • V. Chandran, and S. Elgar Pattern recognition using invariants defined from higher order spectra - one dimensional inputs IEEE Transactions on Signal Processing 41 1993 205 212
    • (1993) IEEE Transactions on Signal Processing , vol.41 , pp. 205-212
    • Chandran, V.1    Elgar, S.2
  • 34
  • 37
    • 26444489019 scopus 로고    scopus 로고
    • Identification of gastroenteric viruses by electron microscopy using higher order spectral features
    • H. Ong, and V. Chandran Identification of gastroenteric viruses by electron microscopy using higher order spectral features Journal of Clinical Virology 34 2005 195 206
    • (2005) Journal of Clinical Virology , vol.34 , pp. 195-206
    • Ong, H.1    Chandran, V.2
  • 38
    • 0036662060 scopus 로고    scopus 로고
    • Detection of mines in acoustic images using higher order spectral features
    • V. Chandran, S. Elgar, and A. Nguyen Detection of mines in acoustic images using higher order spectral features IEEE Journal of Oceanic Engineering 27 2002 610 618
    • (2002) IEEE Journal of Oceanic Engineering , vol.27 , pp. 610-618
    • Chandran, V.1    Elgar, S.2    Nguyen, A.3
  • 39
    • 41849106129 scopus 로고    scopus 로고
    • Computer-based identification of anterior segment eye abnormalities using higher order spectra
    • T.G. Tan, U.R. Acharya, and E.Y.K. Ng Computer-based identification of anterior segment eye abnormalities using higher order spectra Journal of Mechanics in Medicine and Biology 8 2008 121 136
    • (2008) Journal of Mechanics in Medicine and Biology , vol.8 , pp. 121-136
    • Tan, T.G.1    Acharya, U.R.2    Ng, E.Y.K.3
  • 43
    • 0001106415 scopus 로고
    • Earth noise, 5 to 500 millicycles per second
    • R.A. Haubrich Earth noise, 5 to 500 millicycles per second Journal of Geophysical Research 70 1965 1415 1427
    • (1965) Journal of Geophysical Research , vol.70 , pp. 1415-1427
    • Haubrich, R.A.1
  • 44
    • 0018480106 scopus 로고
    • Digital bispectral analysis and its applications to nonlinear wave interactions
    • E.J.P.Y.C. Kim Digital bispectral analysis and its applications to nonlinear wave interactions IEEE Transactions on Plasma Science 7 1979 120 131
    • (1979) IEEE Transactions on Plasma Science , vol.7 , pp. 120-131
    • Kim, E.J.P.Y.C.1
  • 45
    • 84876691986 scopus 로고    scopus 로고
    • AAThermography, AAT. (last accessed July 2009)
    • AAThermography, AAT. Available from: http://aathermography.com (last accessed July 2009).
  • 46
    • 84876680220 scopus 로고    scopus 로고
    • (last accessed July 2009)
    • Breast-Thermography. Available from: http://www.breastthermography.com/ case-studies.htm (last accessed July 2009).
    • Breast-Thermography
  • 47
    • 84876673302 scopus 로고    scopus 로고
    • Thermology-Online. (last accessed July 2009)
    • Thermology-Online. Available from: www.thermologyonline.org/Breast/ breast-thermography-what.htm (last accessed July 2009).
  • 48
    • 84876665346 scopus 로고    scopus 로고
    • (last accessed July 2009)
    • Thermography-Case-Studies-Iowa. Available from: http://www. thermographyofiowa.com/casestudies.htm (last accessed July 2009).
    • Thermography-Case-Studies-Iowa
  • 49
    • 84876686336 scopus 로고    scopus 로고
    • (last accessed July 2009)
    • STImaging. Available from: http://www.stimaging.com.au/page2.html (last accessed July 2009).
    • STImaging
  • 52
    • 84876669430 scopus 로고    scopus 로고
    • Nippon Avionics Co. Ltd.
    • Nippon Avionics Co. Ltd. Available from: www.nec-avio.co.jp/en/contact/ index.html.
  • 54
    • 84887548299 scopus 로고    scopus 로고
    • Standard procedures for infrared imaging in medicine
    • CRC Press
    • K. Ammer, and E.F.L. Ring Standard procedures for infrared imaging in medicine Biomedical Engineering Handbook 2006 CRC Press 36:1 36:14
    • (2006) Biomedical Engineering Handbook , pp. 361-3614
    • Ammer, K.1    Ring, E.F.L.2
  • 55
    • 0002933994 scopus 로고    scopus 로고
    • The technique of infrared imaging in medicine
    • E.F.J. Ring, and K. Ammer The technique of infrared imaging in medicine Thermology International 0 2000 7 14
    • (2000) Thermology International , vol.0 , pp. 7-14
    • Ring, E.F.J.1    Ammer, K.2
  • 58
  • 59
    • 60549115362 scopus 로고    scopus 로고
    • Segmentation of breast thermogram: Improved boundary detection with modified snake algorithm
    • E.Y.K. Ng, and Y. Chen Segmentation of breast thermogram: improved boundary detection with modified snake algorithm Journal of Mechanics in Medicine and Biology 6 2006 123 136
    • (2006) Journal of Mechanics in Medicine and Biology , vol.6 , pp. 123-136
    • Ng, E.Y.K.1    Chen, Y.2
  • 60
    • 77953235846 scopus 로고
    • Implications of surface temperature in the diagnosis of breast cancer
    • R.N. Lawson Implications of surface temperature in the diagnosis of breast cancer Canadian Medical Association Journal 75 1956 309 310
    • (1956) Canadian Medical Association Journal , vol.75 , pp. 309-310
    • Lawson, R.N.1
  • 61
    • 77949269627 scopus 로고    scopus 로고
    • Application of K- and fuzzy c-means for color segmentation of thermal infrared breast images
    • M. EtehadTavakol, S. Sadri, and E.Y.K. Ng Application of K- and fuzzy c-means for color segmentation of thermal infrared breast images Journal of Medical Systems 34 2010 35 42
    • (2010) Journal of Medical Systems , vol.34 , pp. 35-42
    • Etehadtavakol, M.1    Sadri, S.2    Ng, E.Y.K.3
  • 64
    • 0037806811 scopus 로고    scopus 로고
    • The boosting approach to machine learning: An overview
    • R.E. Schapire The boosting approach to machine learning: an overview Lecture Notes in Statistics 2003 149 172
    • (2003) Lecture Notes in Statistics , pp. 149-172
    • Schapire, R.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.