메뉴 건너뛰기




Volumn 65, Issue , 2012, Pages 143-168

Data Mining for Cancer Biomarkers with Raman Spectroscopy

Author keywords

Biomarkers; Data analysis; k means Clustering; LDA; Oncology; PCA; Raman Spectra; SVM

Indexed keywords


EID: 84873412260     PISSN: 19316828     EISSN: 19316836     Source Type: Book Series    
DOI: 10.1007/978-1-4614-2107-8_8     Document Type: Chapter
Times cited : (10)

References (103)
  • 2
    • 0037248808 scopus 로고    scopus 로고
    • Screening for lung cancer: A review of the current literature
    • P.B. Bach, M.J. Kelley, R.C. Tate, and D.C. McCrory. Screening for lung cancer: a review of the current literature. Chest, 123(1):72S–82S, 2003.
    • (2003) Chest , vol.123 , Issue.1 , pp. 72S-82S
    • Bach, P.B.1    Kelley, M.J.2    Tate, R.C.3    McCrory, D.C.4
  • 4
    • 78349264253 scopus 로고    scopus 로고
    • Raman endoscopy for in vivo differentiation between benign and malignant ulcers in the stomach
    • M.S. Bergholt, W. Zheng, K. Lin, K.Y. Ho, M. Teh, K.G. Yeoh, J.B.Y. So, and Z. Huang. Raman endoscopy for in vivo differentiation between benign and malignant ulcers in the stomach. Analyst, 135:3162–3168, 2010.
    • (2010) Analyst , vol.135 , pp. 3162-3168
    • Bergholt, M.S.1    Zheng, W.2    Lin, K.3    Ho, K.Y.4    Teh, M.5    Yeoh, K.G.6    So, J.B.Y.7    Huang, Z.8
  • 5
    • 79956337488 scopus 로고    scopus 로고
    • Characterizing variability in in vivo Raman spectra of different anatomical locations in the upper gastrointestinal tract toward cancer detection
    • M.S. Bergholt, W. Zheng, K. Lin, K.Y. Ho, M. Teh, K.G. Yeoh, J.B.Y. So, and Z. Huang. Characterizing variability in in vivo Raman spectra of different anatomical locations in the upper gastrointestinal tract toward cancer detection. Journal of Biomedical Optics, 16:037003, 2011.
    • (2011) Journal of Biomedical Optics , vol.16
    • Bergholt, M.S.1    Zheng, W.2    Lin, K.3    Ho, K.Y.4    Teh, M.5    Yeoh, K.G.6    So, J.B.Y.7    Huang, Z.8
  • 6
    • 79956371636 scopus 로고    scopus 로고
    • Combining near-infrared-excited autofluorescence and raman spectroscopy improves in vivo diagnosis of gastric cancer
    • M.S. Bergholt, W. Zheng, K. Lin, K.Y. Ho, M. Teh, K.G. Yeoh, J.B.Y. So, and Z. Huang. Combining near-infrared-excited autofluorescence and raman spectroscopy improves in vivo diagnosis of gastric cancer. Biosensors and Bioelectronics, 26(10):4104–4110, 2011.
    • (2011) Biosensors and Bioelectronics , vol.26 , Issue.10 , pp. 4104-4110
    • Bergholt, M.S.1    Zheng, W.2    Lin, K.3    Ho, K.Y.4    Teh, M.5    Yeoh, K.G.6    So, J.B.Y.7    Huang, Z.8
  • 7
    • 77956473213 scopus 로고    scopus 로고
    • Differentiating normal and basal cell carcinoma human skin tissues in vitro using dispersive Raman spectroscopy: A comparison between principal components analysis and simplified biochemical models
    • B. Bodanese, L. Silveira Jr, R. Albertini, R.A. Zângaro, and M.T.T. Pacheco. Differentiating normal and basal cell carcinoma human skin tissues in vitro using dispersive Raman spectroscopy: A comparison between principal components analysis and simplified biochemical models. Photomedicine and Laser Surgery, 28(S1):119–127, 2010.
    • (2010) Photomedicine and Laser Surgery , vol.28 , pp. 119-127
    • Bodanese, B.1    Silveira, L.2    Albertini, R.3    Zângaro, R.A.4    Pacheco, M.T.T.5
  • 8
    • 79953027295 scopus 로고    scopus 로고
    • Individualised treatment in non-small cell lung cancer: Precise tissue diagnosis for all?
    • R. Booton, F. Blackhall, and K. Kerr. Individualised treatment in non-small cell lung cancer: precise tissue diagnosis for all? Thorax, 66(4):273, 2011.
    • (2011) Thorax , vol.66 , Issue.4 , pp. 273
    • Booton, R.1    Blackhall, F.2    Kerr, K.3
  • 10
    • 0031073540 scopus 로고    scopus 로고
    • Near-infrared Raman spectrometer systems for human tissue studies
    • J.F. Brennan, Y. Wang, R.R. Dasari, and M.S. Feld. Near-infrared Raman spectrometer systems for human tissue studies. Applied spectroscopy, 51(2):201–208, 1997.
    • (1997) Applied Spectroscopy , vol.51 , Issue.2 , pp. 201-208
    • Brennan, J.F.1    Wang, Y.2    Dasari, R.R.3    Feld, M.S.4
  • 11
  • 14
    • 33845375467 scopus 로고
    • Fourier transform Raman spectroscopy
    • D.B. Chase. Fourier transform Raman spectroscopy. Journal of the American Chemical Society, 108(24):7485–7488, 1986.
    • (1986) Journal of the American Chemical Society , vol.108 , Issue.24 , pp. 7485-7488
    • Chase, D.B.1
  • 21
    • 77953347567 scopus 로고    scopus 로고
    • Nasopharyngeal cancer detection based on blood plasma surface-enhanced Raman spectroscopy and multivariate analysis
    • S. Feng, R. Chen, J. Lin, J. Pan, G. Chen, Y. Li, M. Cheng, Z. Huang, J. Chen, and H. Zeng. Nasopharyngeal cancer detection based on blood plasma surface-enhanced Raman spectroscopy and multivariate analysis. Biosensors and Bioelectronics, 25(11):2414–2419, 2010.
    • (2010) Biosensors and Bioelectronics , vol.25 , Issue.11 , pp. 2414-2419
    • Feng, S.1    Chen, R.2    Lin, J.3    Pan, J.4    Chen, G.5    Li, Y.6    Cheng, M.7    Huang, Z.8    Chen, J.9    Zeng, H.10
  • 22
    • 80052831383 scopus 로고    scopus 로고
    • Study on gastric cancer blood plasma based on surface-enhanced raman spectroscopy combined with multivariate analysis
    • , pp
    • S.Y. Feng, J.J. Pan, Y.A. Wu, D. Lin, Y.P. Chen, G.Q. Xi, J.Q. Lin, and R. Chen. Study on gastric cancer blood plasma based on surface-enhanced raman spectroscopy combined with multivariate analysis. SCIENCE CHINA Life Sciences, pp. 1–7, 2011.
    • (2011) SCIENCE CHINA Life Sciences , pp. 1-7
    • Feng, S.Y.1    Pan, J.J.2    Wu, Y.A.3    Lin, D.4    Chen, Y.P.5    Xi, G.Q.6    Lin, J.Q.7    Chen, R.8
  • 23
    • 84855166627 scopus 로고    scopus 로고
    • M.B. Fenn, P. Xanthopoulos, G. Pyrgiotakis, S.R. Grobmyer, P.M. Pardalos, and L.L. Hench. Raman spectroscopy for clinical oncology. Advances in Optical Technologies, 2011:20, 2011, Article ID 213783, doi:10.1155/2011/213783
    • M.B. Fenn, P. Xanthopoulos, G. Pyrgiotakis, S.R. Grobmyer, P.M. Pardalos, and L.L. Hench. Raman spectroscopy for clinical oncology. Advances in Optical Technologies, 2011:20, 2011, Article ID 213783, doi:10.1155/2011/213783
  • 25
    • 25444522316 scopus 로고    scopus 로고
    • Effects of background fluorescence in fluorescence molecular tomography
    • M. Gao, G. Lewis, G.M. Turner, A. Soubret, and V. Ntziachristos. Effects of background fluorescence in fluorescence molecular tomography. Applied optics, 44(26):5468–5474, 2005.
    • (2005) Applied Optics , vol.44 , Issue.26 , pp. 5468-5474
    • Gao, M.1    Lewis, G.2    Turner, G.M.3    Soubret, A.4    Ntziachristos, V.5
  • 27
    • 77956212765 scopus 로고    scopus 로고
    • Locoregional recurrence after sentinel lymph node dissection with or without axillary dissection in patients with sentinel lymph node metastases: The american college of surgeons oncology group z0011 randomized trial
    • A.E. Giuliano, L. McCall, P. Beitsch, P.W. Whitworth, P. Blumencranz, A.M. Leitch, S. Saha, K.K. Hunt, M. Morrow, and K. Ballman. Locoregional recurrence after sentinel lymph node dissection with or without axillary dissection in patients with sentinel lymph node metastases: the american college of surgeons oncology group z0011 randomized trial. Annals of surgery, 252(3):426, 2010.
    • (2010) Annals of Surgery , vol.252 , Issue.3 , pp. 426
    • Giuliano, A.E.1    McCall, L.2    Beitsch, P.3    Whitworth, P.W.4    Blumencranz, P.5    Leitch, A.M.6    Saha, S.7    Hunt, K.K.8    Morrow, M.9    Ballman, K.10
  • 29
    • 0242354089 scopus 로고    scopus 로고
    • Femtomolar detection of prostate-specific antigen: An immunoassay based on surface-enhanced raman scattering and immunogold labels
    • D.S. Grubisha, R.J. Lipert, H.Y. Park, J. Driskell, and M.D. Porter. Femtomolar detection of prostate-specific antigen: an immunoassay based on surface-enhanced raman scattering and immunogold labels. Analytical chemistry, 75(21):5936–5943, 2003.
    • (2003) Analytical Chemistry , vol.75 , Issue.21 , pp. 5936-5943
    • Grubisha, D.S.1    Lipert, R.J.2    Park, H.Y.3    Driskell, J.4    Porter, M.D.5
  • 30
    • 79851476622 scopus 로고    scopus 로고
    • Biomarkers in cancer research and treatment: Promises and challenges
    • P. Hainaut and A. Plymoth. Biomarkers in cancer research and treatment: promises and challenges. Current Opinion in Oncology, 23(1):61, 2011.
    • (2011) Current Opinion in Oncology , vol.23 , Issue.1 , pp. 61
    • Hainaut, P.1    Plymoth, A.2
  • 31
    • 0037105734 scopus 로고    scopus 로고
    • Identifying microcalcifications in benign and malignant breast lesions by probing differences in their chemical composition using raman spectroscopy
    • A.S. Haka, K.E. Shafer-Peltier, M. Fitzmaurice, J. Crowe, R.R. Dasari, and M.S. Feld. Identifying microcalcifications in benign and malignant breast lesions by probing differences in their chemical composition using raman spectroscopy. Cancer research, 62(18):5375, 2002.
    • (2002) Cancer Research , vol.62 , Issue.18 , pp. 5375
    • Haka, A.S.1    Shafer-Peltier, K.E.2    Fitzmaurice, M.3    Crowe, J.4    Dasari, R.R.5    Feld, M.S.6
  • 33
    • 79953101717 scopus 로고    scopus 로고
    • In vivo diagnosis of esophageal cancer using image-guided raman endoscopy and biomolecular modeling
    • K.Y. Ho, M. Teh, K.G. Yeoh, and J.B.Y. So. In vivo diagnosis of esophageal cancer using image-guided raman endoscopy and biomolecular modeling. Technology in Cancer Research and Treatment, 10(2), 2011.
    • (2011) Technology in Cancer Research and Treatment , vol.10 , Issue.2
    • Ho, K.Y.1    Teh, M.2    Yeoh, K.G.3    So, J.B.Y.4
  • 35
    • 34547348178 scopus 로고    scopus 로고
    • Cancer cells assemble and align gold nanorods conjugated to antibodies to produce highly enhanced, sharp, and polarized surface raman spectra: A potential cancer diagnostic marker
    • X. Huang, I.H. El-Sayed, W. Qian, and M.A. El-Sayed. Cancer cells assemble and align gold nanorods conjugated to antibodies to produce highly enhanced, sharp, and polarized surface raman spectra: a potential cancer diagnostic marker. Nano letters, 7(6):1591–1597, 2007.
    • (2007) Nano Letters , vol.7 , Issue.6 , pp. 1591-1597
    • Huang, X.1    El-Sayed, I.H.2    Qian, W.3    El-Sayed, M.A.4
  • 36
    • 77956917520 scopus 로고    scopus 로고
    • In vivo detection of epithelial neoplasia in the stomach using image-guided raman endoscopy
    • Z. Huang, S.K. Teh, W. Zheng, K. Lin, K.Y. Ho, M. Teh, and K.G. Yeoh. In vivo detection of epithelial neoplasia in the stomach using image-guided raman endoscopy. Biosensors and Bioelectronics, 26(2):383–389, 2010.
    • (2010) Biosensors and Bioelectronics , vol.26 , Issue.2 , pp. 383-389
    • Huang, Z.1    Teh, S.K.2    Zheng, W.3    Lin, K.4    Ho, K.Y.5    Teh, M.6    Yeoh, K.G.7
  • 37
    • 62549130688 scopus 로고    scopus 로고
    • Integrated Raman spectroscopy and trimodal wide-field imaging techniques for real-time in vivo tissue raman measurements at endoscopy
    • Z. Huang, S.K. Teh, W. Zheng, J. Mo, K. Lin, X. Shao, K.Y. Ho, M. Teh, and K.G. Yeoh. Integrated Raman spectroscopy and trimodal wide-field imaging techniques for real-time in vivo tissue raman measurements at endoscopy. Optics letters, 34(6):758–760, 2009.
    • (2009) Optics Letters , vol.34 , Issue.6 , pp. 758-760
    • Huang, Z.1    Teh, S.K.2    Zheng, W.3    Mo, J.4    Lin, K.5    Shao, X.6    Ho, K.Y.7    Teh, M.8    Yeoh, K.G.9
  • 41
    • 34548403115 scopus 로고    scopus 로고
    • Mammary epithelial cell: Influence of extracellular matrix composition and organization during development and tumorigenesis
    • L. Kass, J.T. Erler, M. Dembo, and V.M. Weaver. Mammary epithelial cell: influence of extracellular matrix composition and organization during development and tumorigenesis. The international journal of biochemistry & cell biology, 39(11):1987–1994, 2007.
    • (2007) The International Journal of Biochemistry & Cell Biology , vol.39 , Issue.11 , pp. 1987-1994
    • Kass, L.1    Erler, J.T.2    Dembo, M.3    Weaver, V.M.4
  • 43
    • 0043025155 scopus 로고    scopus 로고
    • Raman spectroscopy, a potential tool for the objective identification and classification of neoplasia in barrett’s oesophagus
    • C. Kendall, N. Stone, N. Shepherd, K. Geboes, B. Warren, R. Bennett, and H. Barr. Raman spectroscopy, a potential tool for the objective identification and classification of neoplasia in barrett’s oesophagus. The Journal of pathology, 200(5):602–609, 2003.
    • (2003) The Journal of Pathology , vol.200 , Issue.5 , pp. 602-609
    • Kendall, C.1    Stone, N.2    Shepherd, N.3    Geboes, K.4    Warren, B.5    Bennett, R.6    Barr, H.7
  • 45
    • 77957825221 scopus 로고    scopus 로고
    • Raman spectroscopic imaging for in vivo detection of cerebral brain metastases
    • M. Kirsch, G. Schackert, R. Salzer, and C. Krafft. Raman spectroscopic imaging for in vivo detection of cerebral brain metastases. Analytical and Bioanalytical Chemistry, 398(4):1707– 1713, 2010.
    • (2010) Analytical and Bioanalytical Chemistry , vol.398 , Issue.4 , pp. 1707-1713
    • Kirsch, M.1    Schackert, G.2    Salzer, R.3    Krafft, C.4
  • 47
    • 33746858503 scopus 로고    scopus 로고
    • Pancreatic cancer: From bench to 5-year survival
    • J. Kleeff, C. Michalski, H. Friess, and M.W. Büchler. Pancreatic cancer: from bench to 5-year survival. Pancreas, 33(2):111, 2006.
    • (2006) Pancreas , vol.33 , Issue.2 , pp. 111
    • Kleeff, J.1    Michalski, C.2    Friess, H.3    Büchler, M.W.4
  • 51
    • 53849144620 scopus 로고    scopus 로고
    • Strategies for discovering novel cancer biomarkers through utilization of emerging technologies
    • V. Kulasingam and E.P. Diamandis. Strategies for discovering novel cancer biomarkers through utilization of emerging technologies. Nature Clinical Practice Oncology, 5(10):588– 599, 2008.
    • (2008) Nature Clinical Practice Oncology , vol.5 , Issue.10 , pp. 588-599
    • Kulasingam, V.1    Diamandis, E.P.2
  • 52
    • 0242498775 scopus 로고    scopus 로고
    • Automated method for subtraction of fluorescence from biological Raman spectra
    • C.A. Lieber and A. Mahadevan-Jansen. Automated method for subtraction of fluorescence from biological Raman spectra. Applied spectroscopy, 57(11):1363–1367, 2003.
    • (2003) Applied Spectroscopy , vol.57 , Issue.11 , pp. 1363-1367
    • Lieber, C.A.1    Mahadevan-Jansen, A.2
  • 56
    • 43149112727 scopus 로고    scopus 로고
    • Potential mechanisms of breast cancer risk associated with mammographic density: Hypotheses based on epidemiological evidence
    • L.J. Martin and N. Boyd. Potential mechanisms of breast cancer risk associated with mammographic density: hypotheses based on epidemiological evidence. Breast Cancer Res, 10(1):1–14, 2008.
    • (2008) Breast Cancer Res , vol.10 , Issue.1 , pp. 1-14
    • Martin, L.J.1    Boyd, N.2
  • 57
    • 77955903036 scopus 로고    scopus 로고
    • Surface-enhanced raman scattering hybrid nanoprobe multiplexing and imaging in biological systems
    • A. Matschulat, D. Drescher, and J. Kneipp. Surface-enhanced raman scattering hybrid nanoprobe multiplexing and imaging in biological systems. ACS nano, 4(6):3259–3269, 2010.
    • (2010) ACS Nano , vol.4 , Issue.6 , pp. 3259-3269
    • Matschulat, A.1    Drescher, D.2    Kneipp, J.3
  • 58
    • 47849094124 scopus 로고    scopus 로고
    • Multi-excitation Raman spectroscopy technique for fluorescence rejection
    • S.T. McCain, R.M. Willett, and D.J. Brady. Multi-excitation Raman spectroscopy technique for fluorescence rejection. Optics Express, 16(15):10975–10991, 2008.
    • (2008) Optics Express , vol.16 , Issue.15 , pp. 10975-10991
    • McCain, S.T.1    Willett, R.M.2    Brady, D.J.3
  • 59
    • 78349237305 scopus 로고    scopus 로고
    • Fiber-optic raman probe couples ball lens for depth-selected raman measurements of epithelial tissue
    • J. Mo, W. Zheng, and Z. Huang. Fiber-optic raman probe couples ball lens for depth-selected raman measurements of epithelial tissue. Biomedical optics express, 1(1):17–30, 2010.
    • (2010) Biomedical Optics Express , vol.1 , Issue.1 , pp. 17-30
    • Mo, J.1    Zheng, W.2    Huang, Z.3
  • 66
    • 6944230093 scopus 로고    scopus 로고
    • Colon cancer survival rates with the new american joint committee on cancer sixth edition staging
    • J.B. OConnell, M.A. Maggard, and C.Y. Ko. Colon cancer survival rates with the new american joint committee on cancer sixth edition staging. Journal of the National Cancer Institute, 96(19):1420, 2004.
    • (2004) Journal of the National Cancer Institute , vol.96 , Issue.19 , pp. 1420
    • Oconnell, J.B.1    Maggard, M.A.2    Ko, C.Y.3
  • 67
    • 78349265763 scopus 로고    scopus 로고
    • Discrimination of zone-specific spectral signatures in normal human prostate using Raman spectroscopy
    • I.I. Patel and F.L. Martin. Discrimination of zone-specific spectral signatures in normal human prostate using Raman spectroscopy. Analyst, 135:3060–3069, 2010.
    • (2010) Analyst , vol.135 , pp. 3060-3069
    • Patel, I.I.1    Martin, F.L.2
  • 69
    • 34249315487 scopus 로고    scopus 로고
    • Morphogens, morphostats, microarchitecture and malignancy
    • J.D. Potter. Morphogens, morphostats, microarchitecture and malignancy. Nature Reviews Cancer, 7(6):464–474, 2007.
    • (2007) Nature Reviews Cancer , vol.7 , Issue.6 , pp. 464-474
    • Potter, J.D.1
  • 71
    • 43049122134 scopus 로고    scopus 로고
    • Single-molecule and single-nanoparticle sers: From fundamental mechanisms to biomedical applications
    • X.M. Qian and SM Nie. Single-molecule and single-nanoparticle sers: from fundamental mechanisms to biomedical applications. Chemical Society Reviews, 37(5):912–920, 2008.
    • (2008) Chemical Society Reviews , vol.37 , Issue.5 , pp. 912-920
    • Qian, X.M.1    Nie, S.M.2
  • 72
    • 25144433231 scopus 로고    scopus 로고
    • Noise and background removal in Raman spectra of ancient pigments using wavelet transform
    • P.M. Ramos and I. Ruisánchez. Noise and background removal in Raman spectra of ancient pigments using wavelet transform. Journal of Raman Spectroscopy, 36(9):848–856, 2005.
    • (2005) Journal of Raman Spectroscopy , vol.36 , Issue.9 , pp. 848-856
    • Ramos, P.M.1    Ruisánchez, I.2
  • 73
    • 78650925250 scopus 로고    scopus 로고
    • An integrated software system for processing, analyzing, and classifying Raman spectra
    • L.A. Reisner, A. Cao, and A.K. Pandya. An integrated software system for processing, analyzing, and classifying Raman spectra. Chemometrics and Intelligent Laboratory Systems, 105(1):83–90, 2010.
    • (2010) Chemometrics and Intelligent Laboratory Systems , vol.105 , Issue.1 , pp. 83-90
    • Reisner, L.A.1    Cao, A.2    Pandya, A.K.3
  • 76
    • 77951572390 scopus 로고    scopus 로고
    • Investigation of support vector machines and Raman spectroscopy for lymph node diagnostics
    • M. Sattlecker, C. Bessant, J. Smith, and N. Stone. Investigation of support vector machines and Raman spectroscopy for lymph node diagnostics. Analyst, 135(5):895–901, 2010.
    • (2010) Analyst , vol.135 , Issue.5 , pp. 895-901
    • Sattlecker, M.1    Bessant, C.2    Smith, J.3    Stone, N.4
  • 77
    • 33746162824 scopus 로고    scopus 로고
    • Immuno-raman microspectroscopy: In situ detection of antigens in tissue specimens by surface-enhanced raman scattering
    • S. Schlücker, B. Küstner, A. Punge, R. Bonfig, A. Marx, and P. Ströbel. Immuno-raman microspectroscopy: In situ detection of antigens in tissue specimens by surface-enhanced raman scattering. Journal of Raman Spectroscopy, 37(7):719–721, 2006.
    • (2006) Journal of Raman Spectroscopy , vol.37 , Issue.7 , pp. 719-721
    • Schlücker, S.1    Küstner, B.2    Punge, A.3    Bonfig, R.4    Marx, A.5    Ströbel, P.6
  • 79
    • 33646836109 scopus 로고    scopus 로고
    • Raman spectroscopy: Elucidation of biochemical changes in carcinogenesis of oesophagus
    • G. Shetty, C. Kendall, N. Shepherd, N. Stone, and H. Barr. Raman spectroscopy: elucidation of biochemical changes in carcinogenesis of oesophagus. British journal of cancer, 94(10):1460–1464, 2006.
    • (2006) British Journal of Cancer , vol.94 , Issue.10 , pp. 1460-1464
    • Shetty, G.1    Kendall, C.2    Shepherd, N.3    Stone, N.4    Barr, H.5
  • 80
    • 22244459498 scopus 로고    scopus 로고
    • Raman spectroscopy detects biochemical changes due to proliferation in mammalian cell cultures
    • K.W. Short, S. Carpenter, J.P. Freyer, and J.R. Mourant. Raman spectroscopy detects biochemical changes due to proliferation in mammalian cell cultures. Biophysical journal, 88(6):4274–4288, 2005.
    • (2005) Biophysical Journal , vol.88 , Issue.6 , pp. 4274-4288
    • Short, K.W.1    Carpenter, S.2    Freyer, J.P.3    Mourant, J.R.4
  • 81
    • 42449097089 scopus 로고    scopus 로고
    • Development and preliminary results of an endoscopic raman probe for potential in vivo diagnosis of lung cancers
    • M.A. Short, S. Lam, A. McWilliams, J. Zhao, H. Lui, and H. Zeng. Development and preliminary results of an endoscopic raman probe for potential in vivo diagnosis of lung cancers. Optics letters, 33(7):711–713, 2008.
    • (2008) Optics Letters , vol.33 , Issue.7 , pp. 711-713
    • Short, M.A.1    Lam, S.2    McWilliams, A.3    Zhao, J.4    Lui, H.5    Zeng, H.6
  • 83
    • 0035183179 scopus 로고    scopus 로고
    • Trends in biomarker research for cancer detection
    • P.R. Srinivas, B.S. Kramer, and S. Srivastava. Trends in biomarker research for cancer detection. The lancet oncology, 2(11):698–704, 2001.
    • (2001) The Lancet Oncology , vol.2 , Issue.11 , pp. 698-704
    • Srinivas, P.R.1    Kramer, B.S.2    Srivastava, S.3
  • 84
    • 78349268239 scopus 로고    scopus 로고
    • In vivo diagnosis of gastric cancer using raman endoscopy and ant colony optimization techniques
    • M. Sylvest Bergholt, Z. Wei, et al. In vivo diagnosis of gastric cancer using raman endoscopy and ant colony optimization techniques. International journal of cancer, 128(11):2673–2680, 2011.
    • (2011) International Journal of Cancer , vol.128 , Issue.11 , pp. 2673-2680
    • Sylvest Bergholt, M.1    Wei, Z.2
  • 88
    • 38549151920 scopus 로고    scopus 로고
    • Diagnostic potential of near-infrared Raman spectroscopy in the stomach: Differentiating dysplasia from normal tissue
    • SK Teh, W. Zheng, KY Ho, M. Teh, KG Yeoh, and Z. Huang. Diagnostic potential of near-infrared Raman spectroscopy in the stomach: differentiating dysplasia from normal tissue. British journal of cancer, 98(2):457–465, 2008.
    • (2008) British Journal of Cancer , vol.98 , Issue.2 , pp. 457-465
    • Teh, S.K.1    Zheng, W.2    Ho, K.Y.3    Teh, M.4    Yeoh, K.G.5    Huang, Z.6
  • 89
    • 77949355264 scopus 로고    scopus 로고
    • Near-infrared Raman spectroscopy for early diagnosis and typing of adenocarcinoma in the stomach
    • SK Teh, W. Zheng, KY Ho, M. Teh, KG Yeoh, and Z. Huang. Near-infrared Raman spectroscopy for early diagnosis and typing of adenocarcinoma in the stomach. British Journal of Surgery, 97(4):550–557, 2010.
    • (2010) British Journal of Surgery , vol.97 , Issue.4 , pp. 550-557
    • Teh, S.K.1    Zheng, W.2    Ho, K.Y.3    Teh, M.4    Yeoh, K.G.5    Huang, Z.6
  • 91
    • 0035303422 scopus 로고    scopus 로고
    • Curve fitting and linearity: Data processing in Raman spectroscopy
    • T.J. Vickers, R.E. Wambles, and C.K. Mann. Curve fitting and linearity: data processing in Raman spectroscopy. Applied Spectroscopy, 55(4):389–393, 2001.
    • (2001) Applied Spectroscopy , vol.55 , Issue.4 , pp. 389-393
    • Vickers, T.J.1    Wambles, R.E.2    Mann, C.K.3
  • 92
    • 77449115533 scopus 로고    scopus 로고
    • Plasmonic nanoprobes for sers biosensing and bioimaging
    • T. Vo-Dinh, H.N. Wang, and J. Scaffidi. Plasmonic nanoprobes for sers biosensing and bioimaging. Journal of biophotonics, 3(1–2):89–102, 2010.
    • (2010) Journal of Biophotonics , vol.3 , Issue.1-2 , pp. 89-102
    • Vo-Dinh, T.1    Wang, H.N.2    Scaffidi, J.3
  • 94
    • 39649086072 scopus 로고    scopus 로고
    • The sea of uncertainty surrounding ductal carcinoma in situ the price of screening mammography
    • H.G. Welch, S. Woloshin, and L.M. Schwartz. The sea of uncertainty surrounding ductal carcinoma in situ the price of screening mammography. Journal of the National Cancer Institute, 100(4):228, 2008.
    • (2008) Journal of the National Cancer Institute , vol.100 , Issue.4 , pp. 228
    • Welch, H.G.1    Woloshin, S.2    Schwartz, L.M.3
  • 95
    • 40249084658 scopus 로고    scopus 로고
    • Classification of colonic tissues using near-infrared Raman spectroscopy and support vector machines
    • E. Widjaja, W. Zheng, and Z. Huang. Classification of colonic tissues using near-infrared Raman spectroscopy and support vector machines. International journal of oncology, 32(3):653–662, 2008.
    • (2008) International Journal of Oncology , vol.32 , Issue.3 , pp. 653-662
    • Widjaja, E.1    Zheng, W.2    Huang, Z.3
  • 97
    • 77953843434 scopus 로고    scopus 로고
    • Completion axillary lymph node dissection not required for regional control in patients with breast cancer who have micrometastases in a sentinel node
    • S. Yegiyants, L.M. Romero, P.I. Haigh, and L.A. DiFronzo. Completion axillary lymph node dissection not required for regional control in patients with breast cancer who have micrometastases in a sentinel node. Archives of Surgery, 145(6):564, 2010.
    • (2010) Archives of Surgery , vol.145 , Issue.6 , pp. 564
    • Yegiyants, S.1    Romero, L.M.2    Haigh, P.I.3    Difronzo, L.A.4
  • 100
    • 0035507649 scopus 로고    scopus 로고
    • Stripping of cosmic spike spectral artifacts using a new upper-bound spectrum algorithm
    • D. Zhang, K.N. Jallad, and D. Ben-Amotz. Stripping of cosmic spike spectral artifacts using a new upper-bound spectrum algorithm. Applied Spectroscopy, 55(11):1523–1531, 2001.
    • (2001) Applied Spectroscopy , vol.55 , Issue.11 , pp. 1523-1531
    • Zhang, D.1    Jallad, K.N.2    Ben-Amotz, D.3
  • 101
    • 0242583234 scopus 로고    scopus 로고
    • Image curvature correction and cosmic removal for high-throughput dispersive Raman spectroscopy
    • J. Zhao. Image curvature correction and cosmic removal for high-throughput dispersive Raman spectroscopy. Applied spectroscopy, 57(11):1368–1375, 2003.
    • (2003) Applied Spectroscopy , vol.57 , Issue.11 , pp. 1368-1375
    • Zhao, J.1
  • 102
    • 0036649717 scopus 로고    scopus 로고
    • Automated fluorescence rejection using shifted excitation raman difference spectroscopy
    • J. Zhao, M.M. Carrabba, and F.S. Allen. Automated fluorescence rejection using shifted excitation raman difference spectroscopy. Applied spectroscopy, 56(7):834–845, 2002.
    • (2002) Applied Spectroscopy , vol.56 , Issue.7 , pp. 834-845
    • Zhao, J.1    Carrabba, M.M.2    Allen, F.S.3
  • 103
    • 36049009054 scopus 로고    scopus 로고
    • Automated autofluorescence background subtraction algorithm for biomedical Raman spectroscopy
    • J. Zhao, H. Lui, D.I. McLean, and H. Zeng. Automated autofluorescence background subtraction algorithm for biomedical Raman spectroscopy. Applied spectroscopy, 61(11):1225–1232, 2007.
    • (2007) Applied Spectroscopy , vol.61 , Issue.11 , pp. 1225-1232
    • Zhao, J.1    Lui, H.2    McLean, D.I.3    Zeng, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.