메뉴 건너뛰기




Volumn 9041, Issue , 2014, Pages

Automated high-throughput assessment of prostate biopsy tissue using infrared spectroscopic chemical imaging

Author keywords

chemical imaging; diagnostics; Fourier transform infrared (FT IR) spectroscopy; machine learning; mid infrared; pattern recognition; prostate cancer; spectral histopathology

Indexed keywords

ARTIFICIAL INTELLIGENCE; FOURIER TRANSFORM INFRARED SPECTROSCOPY; LEARNING SYSTEMS; MEDICAL IMAGING; PATTERN RECOGNITION; PLASMA DIAGNOSTICS; REFRACTIVE INDEX; SIGNAL PROCESSING; UROLOGY;

EID: 84901791797     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.2043290     Document Type: Conference Paper
Times cited : (25)

References (17)
  • 1
    • 20544435588 scopus 로고    scopus 로고
    • Infrared spectroscopic imaging forhistopathologic recognition
    • Fernandez, D. C., Bhargava, R., Hewitt, S. M., Levin, I. W., "Infrared spectroscopic imaging forhistopathologic recognition," Nature Biotechnology, 23(4), 469-474 (2005).
    • (2005) Nature Biotechnology , vol.23 , Issue.4 , pp. 469-474
    • Fernandez, D.C.1    Bhargava, R.2    Hewitt, S.M.3    Levin, I.W.4
  • 5
    • 70349303076 scopus 로고    scopus 로고
    • Resonant Mie scattering in infraredspectroscopy of biological materials-understanding the 'dispersion artefact'
    • Bassan, P., Byrne, H. J., Bonnier, F., Lee, J., Dumas, P., Gardner, P., "Resonant Mie scattering in infraredspectroscopy of biological materials-understanding the 'dispersion artefact'," Analyst, 134(8), 1586-1593(2009).
    • (2009) Analyst , vol.134 , Issue.8 , pp. 1586-1593
    • Bassan, P.1    Byrne, H.J.2    Bonnier, F.3    Lee, J.4    Dumas, P.5    Gardner, P.6
  • 6
    • 76749118117 scopus 로고    scopus 로고
    • Resonant Mie Scattering (RMieS) correction of infrared spectra from highly scattering biological samples
    • Bassan, P., Kohler, A., Martens, H., Lee, J., Byrne, H. J., Dumas, P., Gazi, E., Brown, M., Clarke, N., Gardner,P., "Resonant Mie Scattering (RMieS) correction of infrared spectra from highly scattering biological samples,"Analyst, 135(2), 268-277 (2010).
    • (2010) Analyst , vol.135 , Issue.2 , pp. 268-277
    • Bassan, P.1    Kohler, A.2    Martens, H.3    Lee, J.4    Byrne, H.J.5    Dumas, P.6    Gazi, E.7    Brown, M.8    Clarke, N.9    Gardner, P.10
  • 7
  • 9
    • 67549142845 scopus 로고    scopus 로고
    • Effects ofdigital dewaxing methods on K-means-clusterized IR images collected on formalin-fixed paraffin-embeddedsamples of skin carcinoma
    • Sebiskveradze, D., Gobinet, C., Ly, E., Manfait, M., Jeannesson, P., Herbin, M., Piot, O., Vrabie, V., "Effects ofdigital dewaxing methods on K-means-clusterized IR images collected on formalin-fixed paraffin- embeddedsamples of skin carcinoma." BioInformatics and BioEngineering, 8(1-6), (2008)
    • (2008) BioInformatics and BioEngineering , vol.8 , Issue.1-6
    • Sebiskveradze, D.1    Gobinet, C.2    Ly, E.3    Manfait, M.4    Jeannesson, P.5    Herbin, M.6    Piot, O.7    Vrabie, V.8
  • 10
    • 38649100972 scopus 로고    scopus 로고
    • Combination of FTIR spectral imagingand chemometrics for tumour detection from paraffin-embedded biopsies
    • Ly, E., Piot, O., Wolthuis, R., Durlach, A., Bernard, P., Manfait, M., "Combination of FTIR spectral imagingand chemometrics for tumour detection from paraffin-embedded biopsies," Analyst, 133(2), 197-205 (2008).
    • (2008) Analyst , vol.133 , Issue.2 , pp. 197-205
    • Ly, E.1    Piot, O.2    Wolthuis, R.3    Durlach, A.4    Bernard, P.5    Manfait, M.6
  • 13
    • 84874829550 scopus 로고    scopus 로고
    • Theinherent problem of transflection-mode infrared spectroscopic microscopy and the ramifications for biomedicalsingle point and imaging applications
    • Bassan, P., Lee, J., Sachdeva, A., Pissardini, J., Dorling, K. M., Fletcher, J. S., Henderson, A., Gardner, P., "Theinherent problem of transflection-mode infrared spectroscopic microscopy and the ramifications for biomedicalsingle point and imaging applications," Analyst, 138(1), 144-157 (2013).
    • (2013) Analyst , vol.138 , Issue.1 , pp. 144-157
    • Bassan, P.1    Lee, J.2    Sachdeva, A.3    Pissardini, J.4    Dorling, K.M.5    Fletcher, J.S.6    Henderson, A.7    Gardner, P.8
  • 14
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L., "Random forests," Machine Learning, 45(1), 5-32 (2001).
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 16
    • 84893548431 scopus 로고    scopus 로고
    • Transmission FTIR chemicalimaging on glass substrates: Applications in infrared spectral histopathology
    • accepted
    • Bassan, P., Mellor, J., Shapiro, J., Williams, K. J., Lisanti, M., Gardner, P., "Transmission FTIR chemicalimaging on glass substrates: applications in infrared spectral histopathology," Analytical Chemistry, (2014)(accepted).
    • (2014) Analytical Chemistry
    • Bassan, P.1    Mellor, J.2    Shapiro, J.3    Williams, K.J.4    Lisanti, M.5    Gardner, P.6
  • 17
    • 33747438383 scopus 로고    scopus 로고
    • High throughput assessment of cells and tissues:Bayesian classification of spectral metrics from infrared vibrational spectroscopic imaging data
    • Bhargava, R., Fernandez, D. C., Hewitt, S. M., Levin, I. W., "High throughput assessment of cells and tissues:Bayesian classification of spectral metrics from infrared vibrational spectroscopic imaging data," Biochimica EtBiophysica Acta-Biomembranes, 1758(7), 830-845 (2006).
    • (2006) Biochimica EtBiophysica Acta-Biomembranes , vol.1758 , Issue.7 , pp. 830-845
    • Bhargava, R.1    Fernandez, D.C.2    Hewitt, S.M.3    Levin, I.W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.