메뉴 건너뛰기




Volumn 91, Issue 1, 2008, Pages 34-42

Localization of embedded inclusions using detection of fluorescence: Feasibility study based on simulation data, LS-SVM modeling and EPO pre-processing

Author keywords

Embedded lesions; External Parameter Orthogonalisation; Fluorescence spectroscopy; Fluorescence tomography; LS SVM; Multispectral; Multivariate analysis; Non linearity

Indexed keywords

ABSORPTION SPECTROSCOPY; ARTICLE; AUTOFLUORESCENCE; CHEMOMETRIC ANALYSIS; FEASIBILITY STUDY; FLUORESCENCE SPECTROSCOPY; FLUORESCENT LIGHTING; LIGHT SCATTERING; PRIORITY JOURNAL; REGRESSION ANALYSIS; SIMULATION; STATISTICAL MODEL; SUPPORT VECTOR MACHINE;

EID: 39749196097     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2007.08.008     Document Type: Article
Times cited : (10)

References (35)
  • 1
    • 0034050985 scopus 로고    scopus 로고
    • Fluorescence spectroscopy of neoplastic and non-neoplastic tissues
    • Ramanujam N. Fluorescence spectroscopy of neoplastic and non-neoplastic tissues. Neoplasia 2 1-2 (2000) 89-117
    • (2000) Neoplasia , vol.2 , Issue.1-2 , pp. 89-117
    • Ramanujam, N.1
  • 2
    • 0037983399 scopus 로고    scopus 로고
    • Fluorescence imaging with near-infrared light: new technological advances that enable in vivo molecular imaging
    • Ntziachristos V., Bremer C., and Weissleder R. Fluorescence imaging with near-infrared light: new technological advances that enable in vivo molecular imaging. Eur. Radiol. 13 1 (2002) 195-208
    • (2002) Eur. Radiol. , vol.13 , Issue.1 , pp. 195-208
    • Ntziachristos, V.1    Bremer, C.2    Weissleder, R.3
  • 3
    • 21444441373 scopus 로고    scopus 로고
    • Looking and listening to light: the evolution of whole-body photonic imaging
    • Ntziachristos V., Ripoll J., Wang L.V., and Weissleder R. Looking and listening to light: the evolution of whole-body photonic imaging. Nat. Biotechnol. 23 3 (2005) 313-320
    • (2005) Nat. Biotechnol. , vol.23 , Issue.3 , pp. 313-320
    • Ntziachristos, V.1    Ripoll, J.2    Wang, L.V.3    Weissleder, R.4
  • 5
    • 0038756512 scopus 로고    scopus 로고
    • Optical-based molecular imaging: contrast agents and potential medical applications
    • Bremer C., Ntziachristos V., and Weissleder R. Optical-based molecular imaging: contrast agents and potential medical applications. Eur. Radiol. 13 (2003) 231-243
    • (2003) Eur. Radiol. , vol.13 , pp. 231-243
    • Bremer, C.1    Ntziachristos, V.2    Weissleder, R.3
  • 6
    • 0000037169 scopus 로고    scopus 로고
    • Intrinsic fluorescence spectroscopy in turbid media: disentangling effects of scattering and absorption
    • Müller M.G., Georgakoudi I., Zhang Q., Wu J., and Feld M.S. Intrinsic fluorescence spectroscopy in turbid media: disentangling effects of scattering and absorption. Appl. Opt. 40 25 (2001) 4633-4646
    • (2001) Appl. Opt. , vol.40 , Issue.25 , pp. 4633-4646
    • Müller, M.G.1    Georgakoudi, I.2    Zhang, Q.3    Wu, J.4    Feld, M.S.5
  • 8
    • 0000825426 scopus 로고    scopus 로고
    • Influence of the emission-reception geometry in laser-induced fluorescence spectra from turbid media
    • Avrillier S., Tinet E., Ettori D., Tualle J.-M., and Gélébart B. Influence of the emission-reception geometry in laser-induced fluorescence spectra from turbid media. Appl. Opt. 37 13 (1998) 2781-2787
    • (1998) Appl. Opt. , vol.37 , Issue.13 , pp. 2781-2787
    • Avrillier, S.1    Tinet, E.2    Ettori, D.3    Tualle, J.-M.4    Gélébart, B.5
  • 9
    • 21244469457 scopus 로고    scopus 로고
    • Modeling of spectral changes for depth localization of fluorescent inclusion
    • Svensson J., and Andersson-Engels S. Modeling of spectral changes for depth localization of fluorescent inclusion. Opt. Express 13 11 (2005) 4263-4274
    • (2005) Opt. Express , vol.13 , Issue.11 , pp. 4263-4274
    • Svensson, J.1    Andersson-Engels, S.2
  • 10
    • 16644388497 scopus 로고    scopus 로고
    • Fluorescence spectra provide information on the depth of fluorescent lesions in tissue
    • Swartling J., Svensson J., Bengtsson D., Terike K., and Andersson-Engels S. Fluorescence spectra provide information on the depth of fluorescent lesions in tissue. Appl. Opt. 44 10 (2005) 1934-1941
    • (2005) Appl. Opt. , vol.44 , Issue.10 , pp. 1934-1941
    • Swartling, J.1    Svensson, J.2    Bengtsson, D.3    Terike, K.4    Andersson-Engels, S.5
  • 11
    • 0024701578 scopus 로고
    • Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra
    • Barnes R.J., Dhanoa M.S., and Lister S.J. Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra. Appl. Spectrosc. 43 5 (1989) 772-777
    • (1989) Appl. Spectrosc. , vol.43 , Issue.5 , pp. 772-777
    • Barnes, R.J.1    Dhanoa, M.S.2    Lister, S.J.3
  • 12
    • 0022059848 scopus 로고
    • Linearization and Scatter correction for near-infrared reflectance spectra of meat
    • Geladi P., MacDougall D., and Martens H. Linearization and Scatter correction for near-infrared reflectance spectra of meat. Appl. Spectrosc. 39 3 (1985) 491-500
    • (1985) Appl. Spectrosc. , vol.39 , Issue.3 , pp. 491-500
    • Geladi, P.1    MacDougall, D.2    Martens, H.3
  • 13
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • Savitzky A., and Golay M.J.E. Smoothing and differentiation of data by simplified least squares procedures. Anal. Chem. 36 8 (1964) 1627-1639
    • (1964) Anal. Chem. , vol.36 , Issue.8 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 14
    • 85010105947 scopus 로고    scopus 로고
    • Fluorescent diffuse photon: density waves in homogeneous and heterogeneous turbid media: analytic solutions and applications
    • Li X.D., O'Leary M.A., Boas D.A., Chance B., and Yodh A.G. Fluorescent diffuse photon: density waves in homogeneous and heterogeneous turbid media: analytic solutions and applications. Appl. Opt. 35 19 (1996) 3746-3758
    • (1996) Appl. Opt. , vol.35 , Issue.19 , pp. 3746-3758
    • Li, X.D.1    O'Leary, M.A.2    Boas, D.A.3    Chance, B.4    Yodh, A.G.5
  • 17
    • 0036083139 scopus 로고    scopus 로고
    • Orthogonal projections to latent structures (O-PLS)
    • Trygg J., and Wold S. Orthogonal projections to latent structures (O-PLS). J. Chemom. 16 3 (2002) 119-128
    • (2002) J. Chemom. , vol.16 , Issue.3 , pp. 119-128
    • Trygg, J.1    Wold, S.2
  • 18
    • 0037282744 scopus 로고    scopus 로고
    • O2-PLS, a two-block (X-Y) latent variable regression (LVR) method with an integral OSC filter
    • Trygg J., and Wold S. O2-PLS, a two-block (X-Y) latent variable regression (LVR) method with an integral OSC filter. J. Chemom. 17 1 (2003) 53-64
    • (2003) J. Chemom. , vol.17 , Issue.1 , pp. 53-64
    • Trygg, J.1    Wold, S.2
  • 19
    • 0037616588 scopus 로고    scopus 로고
    • EPO-PLS external parameter orthogonalisation of PLS application to temperature-independent measurement of sugar content of intact fruits
    • Roger J.M., Chauchard F., and Bellon-Maurel V. EPO-PLS external parameter orthogonalisation of PLS application to temperature-independent measurement of sugar content of intact fruits. Chemometr. Intell. Lab. Syst. 66 2 (2003) 191-204
    • (2003) Chemometr. Intell. Lab. Syst. , vol.66 , Issue.2 , pp. 191-204
    • Roger, J.M.1    Chauchard, F.2    Bellon-Maurel, V.3
  • 20
    • 32944472427 scopus 로고    scopus 로고
    • Dynamic orthogonal projection. A new method to maintain the on-line robustness of multivariate calibrations. Application to NIR-based monitoring of wine fermentation
    • Zeaiter M., Roger J.M., and Bellon-Maurel V. Dynamic orthogonal projection. A new method to maintain the on-line robustness of multivariate calibrations. Application to NIR-based monitoring of wine fermentation. Chemometr. Intell. Lab. Syst. 80 2 (2006) 227-235
    • (2006) Chemometr. Intell. Lab. Syst. , vol.80 , Issue.2 , pp. 227-235
    • Zeaiter, M.1    Roger, J.M.2    Bellon-Maurel, V.3
  • 21
    • 2342655711 scopus 로고    scopus 로고
    • Application of LS-SVM to non-linear phenomena in NIR spectroscopy: Development of a robust and portable sensor for acidity prediction in grapes
    • Chauchard F., Cogdill R., Roussel S., Roger J.M., and Bellon-Maurel V. Application of LS-SVM to non-linear phenomena in NIR spectroscopy: Development of a robust and portable sensor for acidity prediction in grapes. Chemometr. Intell. Lab. Syst. 71 2 (2004) 141-150
    • (2004) Chemometr. Intell. Lab. Syst. , vol.71 , Issue.2 , pp. 141-150
    • Chauchard, F.1    Cogdill, R.2    Roussel, S.3    Roger, J.M.4    Bellon-Maurel, V.5
  • 22
    • 11344289673 scopus 로고    scopus 로고
    • Estimation of the physical wood properties of Pinus taeda L. radial strips using least squares support vector machines
    • Cogdill R.P., Schimleck L.R., Jones P.D., Peter G.F., Daniels R.F., and Clark A. Estimation of the physical wood properties of Pinus taeda L. radial strips using least squares support vector machines. J. Near Infrared Spectrosc. 12 4 (2004) 263-269
    • (2004) J. Near Infrared Spectrosc. , vol.12 , Issue.4 , pp. 263-269
    • Cogdill, R.P.1    Schimleck, L.R.2    Jones, P.D.3    Peter, G.F.4    Daniels, R.F.5    Clark, A.6
  • 23
    • 14944382803 scopus 로고    scopus 로고
    • Combination of support vector machines (SVM) and near-infrared (NIR) imaging spectroscopy for the detection of meat and bone meal (MBM) in compound feeds
    • Pierna Fernández J.A., Baeten V., Renier A.M., Cogdill R.P., and Dardenne P. Combination of support vector machines (SVM) and near-infrared (NIR) imaging spectroscopy for the detection of meat and bone meal (MBM) in compound feeds. J. Chemom. 18 7-8 (2004) 341-349
    • (2004) J. Chemom. , vol.18 , Issue.7-8 , pp. 341-349
    • Pierna Fernández, J.A.1    Baeten, V.2    Renier, A.M.3    Cogdill, R.P.4    Dardenne, P.5
  • 24
    • 0242269079 scopus 로고    scopus 로고
    • Comparison of multiexcitation fluorescence and diffuse reflectance spectroscopy for the diagnosis of breast cancer (march 2003)
    • Palmer G.M., Zhu C., Breslin T.M., Xu F., Gilchrist K.W., and Ramanujam N. Comparison of multiexcitation fluorescence and diffuse reflectance spectroscopy for the diagnosis of breast cancer (march 2003). IEEE Trans. Biomed. Eng. 50 11 (2003) 1233-1242
    • (2003) IEEE Trans. Biomed. Eng. , vol.50 , Issue.11 , pp. 1233-1242
    • Palmer, G.M.1    Zhu, C.2    Breslin, T.M.3    Xu, F.4    Gilchrist, K.W.5    Ramanujam, N.6
  • 26
  • 27
    • 0030607269 scopus 로고    scopus 로고
    • The radial basis functions - partial least squares approach as a flexible non-linear regression technique
    • Walczak B., and Massart D.L. The radial basis functions - partial least squares approach as a flexible non-linear regression technique. Anal. Chim. Acta 331 3 (1996) 177-185
    • (1996) Anal. Chim. Acta , vol.331 , Issue.3 , pp. 177-185
    • Walczak, B.1    Massart, D.L.2
  • 28
    • 32444444605 scopus 로고    scopus 로고
    • About kernel latent variable approaches and SVM
    • Czekaj T., Wu W., and Walczak B. About kernel latent variable approaches and SVM. J. Chemom. 19 5-7 (2005) 341-354
    • (2005) J. Chemom. , vol.19 , Issue.5-7 , pp. 341-354
    • Czekaj, T.1    Wu, W.2    Walczak, B.3
  • 29
    • 0010864753 scopus 로고
    • Pattern recognition using generalized portrait method
    • Vapnik V., and Lerner A. Pattern recognition using generalized portrait method. Autom. Remote Control 24 (1963) 774-780
    • (1963) Autom. Remote Control , vol.24 , pp. 774-780
    • Vapnik, V.1    Lerner, A.2
  • 31
    • 39749160700 scopus 로고    scopus 로고
    • Suykens J.A.K., and Vandewalle J. (Eds), Kluwer Academic Publishing, Boston
    • In: Suykens J.A.K., and Vandewalle J. (Eds). Nonlinear Modelling: Advanced Black-box Techniques (1998), Kluwer Academic Publishing, Boston 1-274
    • (1998) Nonlinear Modelling: Advanced Black-box Techniques , pp. 1-274
  • 33
    • 24044542348 scopus 로고    scopus 로고
    • Tomographic bioluminescence imaging by use of a combined optical-PET (OPET) system: a computer simulation feasibility study
    • Alexandrakis G., Rannou F.R., and Chatziioannou A.F. Tomographic bioluminescence imaging by use of a combined optical-PET (OPET) system: a computer simulation feasibility study. Phys. Med. Biol. 50 (2005) 4225-4241
    • (2005) Phys. Med. Biol. , vol.50 , pp. 4225-4241
    • Alexandrakis, G.1    Rannou, F.R.2    Chatziioannou, A.F.3
  • 34
    • 0003732060 scopus 로고    scopus 로고
    • http://omlc.ogi.edu/spectra/hemoglobin/index.html
    • Prahl S.A. Optical Absorption of Hemoglobin (2004). http://omlc.ogi.edu/spectra/hemoglobin/index.html http://omlc.ogi.edu/spectra/hemoglobin/index.html
    • (2004) Optical Absorption of Hemoglobin
    • Prahl, S.A.1
  • 35
    • 17644426659 scopus 로고    scopus 로고
    • Magnetic-resonance-imaging-coupled broadband near-infrared tomography system for small animal brain studies
    • Xu H., Springett R., Dehghani H., Pogue B.W., Paulsen K.D., and Dunn J.F. Magnetic-resonance-imaging-coupled broadband near-infrared tomography system for small animal brain studies. Appl. Opt. 44 11 (2005) 2177-2188
    • (2005) Appl. Opt. , vol.44 , Issue.11 , pp. 2177-2188
    • Xu, H.1    Springett, R.2    Dehghani, H.3    Pogue, B.W.4    Paulsen, K.D.5    Dunn, J.F.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.