메뉴 건너뛰기




Volumn 117, Issue , 2012, Pages 224-232

Identification of primary tumors of brain metastases by Raman imaging and support vector machines

Author keywords

Brain metastasis; Carcinoma of unknown primary; Raman imaging; Support vector machines

Indexed keywords

ARTICLE; BLADDER CARCINOMA; BRAIN METASTASIS; BREAST CARCINOMA; CLUSTER ANALYSIS; COLON CARCINOMA; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC VALUE; HUMAN; HUMAN TISSUE; INTERMETHOD COMPARISON; KIDNEY CARCINOMA; LUNG CARCINOMA; PARTIAL LEAST SQUARES REGRESSION; PREDICTION; PRIMARY TUMOR; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PROSTATE CARCINOMA; RADIAL BASED FUNCTION; RAMAN SPECTROMETRY; STATISTICAL ANALYSIS; SUPPORT VECTOR MACHINE; VERTEX COMPONENT ANALYSIS;

EID: 84867234167     PISSN: 01697439     EISSN: 18733239     Source Type: Journal    
DOI: 10.1016/j.chemolab.2012.02.008     Document Type: Article
Times cited : (74)

References (30)
  • 3
    • 81855193992 scopus 로고    scopus 로고
    • Spectral unmixing and clustering algorithms for assessment of single cells by Raman microscopic imaging
    • Hedegaard M., Matthäus C., Hassing S., Krafft C., Diem M., Popp J. Spectral unmixing and clustering algorithms for assessment of single cells by Raman microscopic imaging. Theoretical Chemistry Accounts 2011, 130:1249-1260.
    • (2011) Theoretical Chemistry Accounts , vol.130 , pp. 1249-1260
    • Hedegaard, M.1    Matthäus, C.2    Hassing, S.3    Krafft, C.4    Diem, M.5    Popp, J.6
  • 4
    • 78349249685 scopus 로고    scopus 로고
    • Label-free imaging of human cells: algorithms for image reconstruction of Raman hyperspectral datasets
    • Miljkovic M., Chernenko T., Romeo M.J., Bird B., Matthaus C., Diem M. Label-free imaging of human cells: algorithms for image reconstruction of Raman hyperspectral datasets. The Analyst 2010, 135:2002-2013.
    • (2010) The Analyst , vol.135 , pp. 2002-2013
    • Miljkovic, M.1    Chernenko, T.2    Romeo, M.J.3    Bird, B.4    Matthaus, C.5    Diem, M.6
  • 6
    • 78349288080 scopus 로고    scopus 로고
    • Towards detection and identification of circulating tumour cells using Raman spectroscopy
    • Neugebauer U., Bocklitz T., Clement J.H., Krafft C., Popp J. Towards detection and identification of circulating tumour cells using Raman spectroscopy. The Analyst 2010, 135:3178-3182.
    • (2010) The Analyst , vol.135 , pp. 3178-3182
    • Neugebauer, U.1    Bocklitz, T.2    Clement, J.H.3    Krafft, C.4    Popp, J.5
  • 7
    • 77957340867 scopus 로고    scopus 로고
    • Identification and differentiation of single cells from peripheral blood by Raman spectroscopic imaging
    • Neugebauer U., Clement J.H., Bocklitz T., Krafft C., Popp J. Identification and differentiation of single cells from peripheral blood by Raman spectroscopic imaging. Journal of Biophotonics 2010, 3:579-587.
    • (2010) Journal of Biophotonics , vol.3 , pp. 579-587
    • Neugebauer, U.1    Clement, J.H.2    Bocklitz, T.3    Krafft, C.4    Popp, J.5
  • 9
    • 27744524129 scopus 로고    scopus 로고
    • Micro-Raman spectroscopic identification of bacterial cells of the genus Staphylococcus and dependence on their cultivation conditions
    • Harz M., Rösch P., Peschke K.D., Ronneberger O., Burkhardt H., Popp J. Micro-Raman spectroscopic identification of bacterial cells of the genus Staphylococcus and dependence on their cultivation conditions. The Analyst 2005, 130:1543-1550.
    • (2005) The Analyst , vol.130 , pp. 1543-1550
    • Harz, M.1    Rösch, P.2    Peschke, K.D.3    Ronneberger, O.4    Burkhardt, H.5    Popp, J.6
  • 10
    • 40249084658 scopus 로고    scopus 로고
    • Classification of colonic tissues using near-infrared Raman spectroscopy and support vector machines
    • Widjaja E., Zheng W., Huang Z. Classification of colonic tissues using near-infrared Raman spectroscopy and support vector machines. International Journal of Oncology 2008, 32:653-662.
    • (2008) International Journal of Oncology , vol.32 , pp. 653-662
    • Widjaja, E.1    Zheng, W.2    Huang, Z.3
  • 11
    • 77951572390 scopus 로고    scopus 로고
    • Investigation of support vector machines and Raman spectroscopy for lymph node diagnostics
    • Sattlecker M., Bessant C., Smith J., Stone N. Investigation of support vector machines and Raman spectroscopy for lymph node diagnostics. The Analyst 2010, 135:895-901.
    • (2010) The Analyst , vol.135 , pp. 895-901
    • Sattlecker, M.1    Bessant, C.2    Smith, J.3    Stone, N.4
  • 14
    • 22344449796 scopus 로고    scopus 로고
    • Brain metastasis of unknown primary: a diagnostic and therapeutic dilemma
    • Polyzoidis K.S., Miliaras G., Pavlidis N. Brain metastasis of unknown primary: a diagnostic and therapeutic dilemma. Cancer Treatment Reviews 2005, 31:247-255.
    • (2005) Cancer Treatment Reviews , vol.31 , pp. 247-255
    • Polyzoidis, K.S.1    Miliaras, G.2    Pavlidis, N.3
  • 16
    • 33745381249 scopus 로고    scopus 로고
    • Identification of primary tumors of brain metastases by infrared spectroscopic imaging and linear discriminant analysis
    • Krafft C., Shapoval L., Sobottka S.B., Schackert G., Salzer R. Identification of primary tumors of brain metastases by infrared spectroscopic imaging and linear discriminant analysis. Technology in Cancer Research & Treatment 2006, 5:291-298.
    • (2006) Technology in Cancer Research & Treatment , vol.5 , pp. 291-298
    • Krafft, C.1    Shapoval, L.2    Sobottka, S.B.3    Schackert, G.4    Salzer, R.5
  • 20
    • 67249092421 scopus 로고    scopus 로고
    • Raman and CARS microspectroscopy of cells and tissues
    • Krafft C., Dietzek B., Popp J. Raman and CARS microspectroscopy of cells and tissues. The Analyst 2009, 134:1046-1057.
    • (2009) The Analyst , vol.134 , pp. 1046-1057
    • Krafft, C.1    Dietzek, B.2    Popp, J.3
  • 22
    • 0242669997 scopus 로고    scopus 로고
    • A perfect smoother
    • Eilers P.H. A perfect smoother. Analytical Chemistry 2003, 75:3631-3636.
    • (2003) Analytical Chemistry , vol.75 , pp. 3631-3636
    • Eilers, P.H.1
  • 24
    • 33646115172 scopus 로고    scopus 로고
    • Baseline correction by improved iterative polynomial fitting with automatic threshold
    • Gan F., Ruan G.H., Mo J.Y. Baseline correction by improved iterative polynomial fitting with automatic threshold. Chemo- metrics and Intelligent Laboratory Systems 2006, 82:59-65.
    • (2006) Chemo- metrics and Intelligent Laboratory Systems , vol.82 , pp. 59-65
    • Gan, F.1    Ruan, G.H.2    Mo, J.Y.3
  • 27
    • 34548596822 scopus 로고    scopus 로고
    • In vivo prediction of the nutrient status of individual microalgal cells using Raman microspectroscopy
    • Heraud P., Beardall J., McNaughton D., Wood B.R. In vivo prediction of the nutrient status of individual microalgal cells using Raman microspectroscopy. FEMS Microbiology Letters 2007, 275:24-30.
    • (2007) FEMS Microbiology Letters , vol.275 , pp. 24-30
    • Heraud, P.1    Beardall, J.2    McNaughton, D.3    Wood, B.R.4
  • 28
    • 34248378730 scopus 로고    scopus 로고
    • Effects of pre-processing of Raman spectra on in vivo classification of nutrient status of microalgal cells
    • Heraud P., Wood B.R., Beardall J., McNaughton D. Effects of pre-processing of Raman spectra on in vivo classification of nutrient status of microalgal cells. Journal of Chemometrics 2006, 20:193-197.
    • (2006) Journal of Chemometrics , vol.20 , pp. 193-197
    • Heraud, P.1    Wood, B.R.2    Beardall, J.3    McNaughton, D.4
  • 29
    • 77950376955 scopus 로고    scopus 로고
    • Discriminating isogenic cancer cells and identifying altered unsaturated fatty acid content as associated with metastasis status, using k-means clustering and partial least squares-discriminant analysis of Raman maps
    • Hedegaard M., Krafft C., Ditzel H.J., Johansen L.E., Hassing S., Popp J. Discriminating isogenic cancer cells and identifying altered unsaturated fatty acid content as associated with metastasis status, using k-means clustering and partial least squares-discriminant analysis of Raman maps. Analytical Chemistry 2010, 82:2797-2802.
    • (2010) Analytical Chemistry , vol.82 , pp. 2797-2802
    • Hedegaard, M.1    Krafft, C.2    Ditzel, H.J.3    Johansen, L.E.4    Hassing, S.5    Popp, J.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.