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Volumn 5, Issue , 2015, Pages

Improving prediction of prostate cancer recurrence using chemical imaging

Author keywords

[No Author keywords available]

Indexed keywords

AGED; ALGORITHM; CANCER GRADING; CANCER STAGING; HUMAN; INFRARED SPECTROSCOPY; MALE; MIDDLE AGED; OUTCOME ASSESSMENT; PATHOLOGY; PROCEDURES; PROGNOSIS; PROSTATE; PROSTATIC NEOPLASMS; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; STATISTICS AND NUMERICAL DATA; SUPPORT VECTOR MACHINE; THEORETICAL MODEL; TUMOR RECURRENCE;

EID: 84930005895     PISSN: None     EISSN: 20452322     Source Type: Journal    
DOI: 10.1038/srep08758     Document Type: Article
Times cited : (58)

References (63)
  • 4
    • 0032538069 scopus 로고    scopus 로고
    • BIochemical outcome after radical prostatectomy, external beam radiation therapy, or interstitial radiation therapy for clinically localized prostate cancer
    • D'Amico, A. V.,Whittington, R., Malkowicz, S. et al. BIochemical outcome after radical prostatectomy, external beam radiation therapy, or interstitial radiation therapy for clinically localized prostate cancer. JAMA 280, 969-974 (1998).
    • (1998) JAMA , vol.280 , pp. 969-974
    • D'amico, A.V.1    Whittington, R.2    Malkowicz, S.3
  • 5
    • 0027211001 scopus 로고
    • The use of prostate-specific antigen, clinical stage and gleason score to predict pathological stage in men with localized prostate-cancer
    • Partin, A. W. et al. The Use of Prostate-Specific Antigen, Clinical Stage and Gleason Score to Predict Pathological Stage in Men with Localized Prostate-Cancer. J Urol 150, 110-114 (1993).
    • (1993) J Urol , vol.150 , pp. 110-114
    • Partin, A.W.1
  • 6
    • 0035871371 scopus 로고    scopus 로고
    • Artificial neural networks-Opening the black box
    • Dayhoff, J. E. & DeLeo, J. M. Artificial neural networks-Opening the black box. Cancer 91, 1615-1635 (2001).
    • (2001) Cancer , vol.91 , pp. 1615-1635
    • Dayhoff, J.E.1    Deleo, J.M.2
  • 7
    • 0032950295 scopus 로고    scopus 로고
    • Postoperative nomogram for disease recurrence after radical prostatectomy for prostate cancer
    • Kattan, M. W., Wheeler, T. M. & Scardino, P. T. Postoperative nomogram for disease recurrence after radical prostatectomy for prostate cancer. J Clin Oncol 17, 1499-1507 (1999).
    • (1999) J Clin Oncol , vol.17 , pp. 1499-1507
    • Kattan, M.W.1    Wheeler, T.M.2    Scardino, P.T.3
  • 8
    • 27244432751 scopus 로고    scopus 로고
    • Postoperative nomogram predicting the 10-year probability of prostate cancer recurrence after radical prostatectomy
    • Stephenson, A. J. et al. Postoperative nomogram predicting the 10-year probability of prostate cancer recurrence after radical prostatectomy. J Clin Oncol 23, 7005-7012 (2005).
    • (2005) J Clin Oncol , vol.23 , pp. 7005-7012
    • Stephenson, A.J.1
  • 9
    • 18744371597 scopus 로고    scopus 로고
    • The University of California, San Francisco cancer of the prostate risk assessment score: A straightforward and reliable preoperative predictor of disease recurrence after radical prostatectomy
    • Cooperberg, M. R. et al. The University of California, San Francisco cancer of the prostate risk assessment score: A straightforward and reliable preoperative predictor of disease recurrence after radical prostatectomy. J Urol 173, 1938-1942 (2005).
    • (2005) J Urol , vol.173 , pp. 1938-1942
    • Cooperberg, M.R.1
  • 10
    • 80555123103 scopus 로고    scopus 로고
    • The CAPRA-S score a straightforward tool for improved prediction of outcomes after radical prostatectomy
    • Cooperberg, M. R., Hilton, J. F. & Carroll, P. R. The CAPRA-S Score A Straightforward Tool for Improved Prediction of Outcomes After Radical Prostatectomy. Cancer 117, 5039-5046 (2011).
    • (2011) Cancer , vol.117 , pp. 5039-5046
    • Cooperberg, M.R.1    Hilton, J.F.2    Carroll, P.R.3
  • 11
    • 2442471950 scopus 로고    scopus 로고
    • Validation of the Kattan preoperative nomogram for prostate cancer recurrence using a community based cohort: Results from cancer of the prostate strategic urological research endeavor (CaPSURE)
    • Greene, K. L. et al. Validation of the Kattan preoperative nomogram for prostate cancer recurrence using a community based cohort: Results from cancer of the prostate strategic urological research endeavor (CaPSURE). J Urol 171, 2255-2259 (2004).
    • (2004) J Urol , vol.171 , pp. 2255-2259
    • Greene, K.L.1
  • 12
    • 34547136177 scopus 로고    scopus 로고
    • Obesity does not predispose to more aggressive prostate cancer either at biopsy or radical prostatectomy in European men
    • Gallina, A. et al. Obesity does not predispose to more aggressive prostate cancer either at biopsy or radical prostatectomy in European men. Int J Cancer 121, 791-795 (2007).
    • (2007) Int J Cancer , vol.121 , pp. 791-795
    • Gallina, A.1
  • 13
    • 22244447065 scopus 로고    scopus 로고
    • Integration of gene expression profiling and clinical variables to predict prostate carcinoma recurrence after radical prostatectomy
    • Stephenson, A. J. et al. Integration of gene expression profiling and clinical variables to predict prostate carcinoma recurrence after radical prostatectomy. Cancer 104, 290-298 (2005).
    • (2005) Cancer , vol.104 , pp. 290-298
    • Stephenson, A.J.1
  • 15
    • 0142157132 scopus 로고    scopus 로고
    • Reactive stroma as a predictor of biochemical-free recurrence in prostate cancer
    • Ayala, G. et al. Reactive stroma as a predictor of biochemical-free recurrence in prostate cancer. Clin Cancer Res 9, 4792-4801 (2003).
    • (2003) Clin Cancer Res , vol.9 , pp. 4792-4801
    • Ayala, G.1
  • 16
    • 78549250106 scopus 로고    scopus 로고
    • The Ability of Biomarkers to Predict Systemic Progression in Men with High-Risk Prostate Cancer Treated Surgically is Dependent on ERG Status
    • Karnes, R. J. et al. The Ability of Biomarkers to Predict Systemic Progression in Men with High-Risk Prostate Cancer Treated Surgically Is Dependent on ERG Status. Cancer Res 70, 8994-9002 (2010).
    • (2010) Cancer Res , vol.70 , pp. 8994-9002
    • Karnes, R.J.1
  • 17
    • 0037215332 scopus 로고    scopus 로고
    • Clinical utility of endorectal MRI in determining PSA outcome for patients with biopsy Gleason score 7, PSA ,5 10, and clinically localized prostate cancer
    • Cheng, G. C. et al. Clinical utility of endorectal MRI in determining PSA outcome for patients with biopsy Gleason score 7, PSA ,5 10, and clinically localized prostate cancer. Int J Radiat Oncol Biol Phys 55, 64-70 (2003).
    • (2003) Int J Radiat Oncol Biol Phys , vol.55 , pp. 64-70
    • Cheng, G.C.1
  • 18
    • 66649114793 scopus 로고    scopus 로고
    • Prediction of prostate cancer recurrence using magnetic resonance imaging and molecular profiles
    • Shukla-Dave, A. et al. Prediction of Prostate Cancer Recurrence Using Magnetic Resonance Imaging and Molecular Profiles. Clin Cancer Res 15, 3842-3849 (2009).
    • (2009) Clin Cancer Res , vol.15 , pp. 3842-3849
    • Shukla-Dave, A.1
  • 19
    • 84864763174 scopus 로고    scopus 로고
    • The incremental value of contrast-enhanced MRI in the detection of biopsy-proven local recurrence of prostate cancer after radical prostatectomy: Effect of reader experience
    • Wassberg, C. et al. The Incremental Value of Contrast-Enhanced MRI in the Detection of Biopsy-Proven Local Recurrence of Prostate Cancer After Radical Prostatectomy: Effect of Reader Experience. Am J Roentgenol 199, 360-366 (2012).
    • (2012) Am J Roentgenol , vol.199 , pp. 360-366
    • Wassberg, C.1
  • 20
    • 34447123124 scopus 로고    scopus 로고
    • Improved prediction of prostate cancer recurrence through systems pathology
    • Cordon-Cardo, C. et al. Improved prediction of prostate cancer recurrence through systems pathology. J Clin Invest 117, 1876-1883 (2007).
    • (2007) J Clin Invest , vol.117 , pp. 1876-1883
    • Cordon-Cardo, C.1
  • 21
    • 81055146760 scopus 로고    scopus 로고
    • Systematic analysis of breast cancer morphology uncovers stromal features associated with survival
    • Beck, A. H. et al. Systematic Analysis of Breast Cancer Morphology Uncovers Stromal Features Associated with Survival. Sci Transl Med 3 (2011).
    • (2011) Sci Transl Med , vol.3
    • Beck, A.H.1
  • 22
    • 84855172843 scopus 로고    scopus 로고
    • Novel stromal biomarkers in human breast cancer tissues provide evidence for the more malignant phenotype of estrogen receptor-negative tumors
    • Khamis, Z. I., Sahab, Z. J., Byers, S. W. & Sang, Q. X. Novel stromal biomarkers in human breast cancer tissues provide evidence for the more malignant phenotype of estrogen receptor-negative tumors. J Biomed Biotechnol 2011, 723650 (2011).
    • (2011) J Biomed Biotechnol , vol.2011 , pp. 723650
    • Khamis, Z.I.1    Sahab, Z.J.2    Byers, S.W.3    Sang, Q.X.4
  • 23
    • 84867268607 scopus 로고    scopus 로고
    • Infrared spectroscopic imaging: The next generation
    • Bhargava, R. Infrared Spectroscopic Imaging: The Next Generation. Appl Spectrosc 66, 1091-1120 (2012).
    • (2012) Appl Spectrosc , vol.66 , pp. 1091-1120
    • Bhargava, R.1
  • 24
    • 33746449986 scopus 로고    scopus 로고
    • Metabolic fingerprinting in disease diagnosis: Biomedical applications of infrared and Raman spectroscopy
    • Ellis, D. I. & Goodacre, R. Metabolic fingerprinting in disease diagnosis: biomedical applications of infrared and Raman spectroscopy. Analyst 131, 875-885 (2006).
    • (2006) Analyst , vol.131 , pp. 875-885
    • Ellis, D.I.1    Goodacre, R.2
  • 25
    • 0036525879 scopus 로고    scopus 로고
    • Diagnostic potential of Fourier-transform infrared microspectroscopy and advanced computational methods in colon cancer patients
    • Argov, S. et al. Diagnostic potential of Fourier-transform infrared microspectroscopy and advanced computational methods in colon cancer patients. J Biomed Opt 7, 248-254 (2002).
    • (2002) J Biomed Opt , vol.7 , pp. 248-254
    • Argov, S.1
  • 26
    • 33747336237 scopus 로고    scopus 로고
    • Chemical imaging of biological tissue with synchrotron infrared light
    • Miller, L. M. & Dumas, P. Chemical imaging of biological tissue with synchrotron infrared light. Biochim Biophys Acta 1758, 846-857 (2006).
    • (2006) Biochim Biophys Acta , vol.1758 , pp. 846-857
    • Miller, L.M.1    Dumas, P.2
  • 27
    • 33748571987 scopus 로고    scopus 로고
    • Chemical mapping of tumor progression by FT-IR imaging: Towards molecular histopathology
    • Petibois, C & Deleris, G. Chemical mapping of tumor progression by FT-IR imaging: towards molecular histopathology. Trends Biotechnol 24, 455-462 (2006).
    • (2006) Trends Biotechnol , vol.24 , pp. 455-462
    • Petibois, C.1    Deleris, G.2
  • 28
    • 84904903076 scopus 로고    scopus 로고
    • Female breast cancer in Europe: Statistics, diagnosis and treatment modalities
    • Zagouri, F. et al. Female breast cancer in Europe: statistics, diagnosis and treatment modalities. J Thorac Dis 6, 589-590 (2014).
    • (2014) J Thorac Dis , vol.6 , pp. 589-590
    • Zagouri, F.1
  • 29
    • 84863955186 scopus 로고    scopus 로고
    • Label-free biomedical imaging with Mid-IR spectroscopy
    • Walsh, M. J., Reddy, R. K. & Bhargava, R. Label-Free Biomedical Imaging With Mid-IR Spectroscopy. IEEE Sel Top Quant Electron 18, 1502-1513 (2012).
    • (2012) IEEE Sel Top Quant Electron , vol.18 , pp. 1502-1513
    • Walsh, M.J.1    Reddy, R.K.2    Bhargava, R.3
  • 30
    • 84891681564 scopus 로고    scopus 로고
    • Change in the microenvironment of breast cancer studied by FTIR imaging
    • Kumar, S., Desmedt, C., Larsimont, D., Sotiriou,C.&Goormaghtigh, E. Change in the microenvironment of breast cancer studied by FTIR imaging. Analyst 138, 4058-4065 (2013).
    • (2013) Analyst , vol.138 , pp. 4058-4065
    • Kumar, S.1    Desmedt, C.2    Larsimont, D.3    Sotiriou, C.4    Goormaghtigh, E.5
  • 31
    • 12144288486 scopus 로고    scopus 로고
    • The combined application of FTIR microspectroscopy and ToFSIMS imaging in the study of prostate cancer
    • discussion 77-92
    • Gazi, E. et al. The combined application of FTIR microspectroscopy and ToFSIMS imaging in the study of prostate cancer. Faraday Discuss 126, 41-59; discussion 77-92 (2004).
    • (2004) Faraday Discuss , vol.126 , pp. 41-59
    • Gazi, E.1
  • 32
    • 20544435588 scopus 로고    scopus 로고
    • Infrared spectroscopic imaging for histopathologic recognition
    • Fernandez, D. C., Bhargava, R.,Hewitt, S. M. & Levin, I.W. Infrared spectroscopic imaging for histopathologic recognition. Nat Biotechnol 23, 469-474 (2005).
    • (2005) Nat Biotechnol , vol.23 , pp. 469-474
    • Fernandez, D.C.1    Bhargava, R.2    Hewitt, S.M.3    Levin, I.W.4
  • 33
    • 34748854869 scopus 로고    scopus 로고
    • Towards a practical Fourier transform infrared chemical imaging protocol for cancer histopathology
    • Bhargava, R. Towards a practical Fourier transform infrared chemical imaging protocol for cancer histopathology. Anal Bioanal Chem 389, 1155-1169 (2007).
    • (2007) Anal Bioanal Chem , vol.389 , pp. 1155-1169
    • Bhargava, R.1
  • 34
    • 84872051070 scopus 로고    scopus 로고
    • FTIR microspectroscopy of selected rare diverse sub-variants of carcinoma of the urinary bladder
    • Hughes, C. et al. FTIR microspectroscopy of selected rare diverse sub-variants of carcinoma of the urinary bladder. J Biophoton 6, 73-87 (2012).
    • (2012) J Biophoton , vol.6 , pp. 73-87
    • Hughes, C.1
  • 35
    • 77953901778 scopus 로고    scopus 로고
    • Characterization of tumor progression in engineered tissue using infrared spectroscopic imaging
    • Kong, R., Reddy, R. K. & Bhargava, R. Characterization of tumor progression in engineered tissue using infrared spectroscopic imaging. Analyst 135, 1569-1578 (2010).
    • (2010) Analyst , vol.135 , pp. 1569-1578
    • Kong, R.1    Reddy, R.K.2    Bhargava, R.3
  • 36
    • 79959774241 scopus 로고    scopus 로고
    • Subcellular localization of early biochemical transformations in cancer-activated fibroblasts using infrared spectroscopic imaging
    • Holton, S. E., Walsh, M. J. & Bhargava, R. Subcellular localization of early biochemical transformations in cancer-activated fibroblasts using infrared spectroscopic imaging. Analyst 136, 2953-2958 (2011).
    • (2011) Analyst , vol.136 , pp. 2953-2958
    • Holton, S.E.1    Walsh, M.J.2    Bhargava, R.3
  • 37
    • 12244267685 scopus 로고    scopus 로고
    • Infrared microspectroscopic detection of epithelial and stromal growth in the human benign prostatic hyperplasia
    • Li, M. J., Hsu, H. S., Liang, R. C. & Lin, S. Y. Infrared microspectroscopic detection of epithelial and stromal growth in the human benign prostatic hyperplasia. Ultrastruct Pathol 26, 365-370 (2002).
    • (2002) Ultrastruct Pathol , vol.26 , pp. 365-370
    • Li, M.J.1    Hsu, H.S.2    Liang, R.C.3    Lin, S.Y.4
  • 38
    • 34247482686 scopus 로고    scopus 로고
    • Practical aspects of planning, building, and interpreting tissue microarrays: The Cooperative Prostate Cancer Tissue Resource experience
    • Kajdacsy-Balla, A. et al. Practical aspects of planning, building, and interpreting tissue microarrays: The Cooperative Prostate Cancer Tissue Resource experience. J Mol Histol 38, 113-121 (2007).
    • (2007) J Mol Histol , vol.38 , pp. 113-121
    • Kajdacsy-Balla, A.1
  • 39
    • 84855918290 scopus 로고    scopus 로고
    • Analysis of variance in spectroscopic imaging data from human tissues
    • Kwak, J. T., Reddy, R., Sinha, S. & Bhargava, R. Analysis of Variance in Spectroscopic Imaging Data from Human Tissues. Anal Chem 84, 1063-1069 (2012).
    • (2012) Anal Chem , vol.84 , pp. 1063-1069
    • Kwak, J.T.1    Reddy, R.2    Sinha, S.3    Bhargava, R.4
  • 40
    • 84904155440 scopus 로고    scopus 로고
    • Cancer treatment and survivorship statistics, 2014
    • DeSantis, C. E. et al.Cancer treatment and survivorship statistics, 2014. CA Cancer J Clin 64, 252-271 (2014).
    • (2014) CA Cancer J Clin , vol.64 , pp. 252-271
    • Desantis, C.E.1
  • 41
    • 0039253846 scopus 로고    scopus 로고
    • Mining frequent patterns without candidate generation
    • Han, J., Pei, J. & Yin, Y. Mining frequent patterns without candidate generation. SIGMOD Rec 29, 1-12 (2000).
    • (2000) SIGMOD Rec , vol.29 , pp. 1-12
    • Han, J.1    Pei, J.2    Yin, Y.3
  • 42
    • 0037083428 scopus 로고    scopus 로고
    • Validation study of the accuracy of a postoperative nomogram for recurrence after radical prostatectomy for localized prostate cancer
    • Graefen, M. et al. Validation study of the accuracy of a postoperative nomogram for recurrence after radical prostatectomy for localized prostate cancer. J Clin Oncol 20, 951-956 (2002).
    • (2002) J Clin Oncol , vol.20 , pp. 951-956
    • Graefen, M.1
  • 44
    • 84907494389 scopus 로고    scopus 로고
    • A comparison of cancer statistics in New Zealand and Australia: 1996-2007
    • Waldon, J. et al. A comparison of cancer statistics in New Zealand and Australia: 1996-2007. N ZMed J 127, 20-29 (2014).
    • (2014) N ZMed J , vol.127 , pp. 20-29
    • Waldon, J.1
  • 45
    • 79651471487 scopus 로고    scopus 로고
    • Multimodal microscopy for automated histologic analysis of prostate cancer
    • Kwak, J. T., Hewitt, S. M., Sinha, S. & Bhargava, R. Multimodal microscopy for automated histologic analysis of prostate cancer. BMC Cancer 11, 62 (2011).
    • (2011) BMC Cancer , vol.11 , pp. 62
    • Kwak, J.T.1    Hewitt, S.M.2    Sinha, S.3    Bhargava, R.4
  • 46
    • 84908086098 scopus 로고    scopus 로고
    • Estimated life expectancy and risk of death from cancer by quartiles in the older Japanese population: 2010 vital statistics
    • Iwamoto, M., Nakamura, F. & Higashi, T. Estimated life expectancy and risk of death from cancer by quartiles in the older Japanese population: 2010 vital statistics. Cancer Epidemiol 38, 511-514 (2014).
    • (2014) Cancer Epidemiol , vol.38 , pp. 511-514
    • Iwamoto, M.1    Nakamura, F.2    Higashi, T.3
  • 48
    • 51849146892 scopus 로고    scopus 로고
    • Infrared absorption spectra of human malignant tumor tissues
    • Skornyakov, I. V., Tolstorozhev, G. B. & Butra, V. A. Infrared Absorption Spectra of Human Malignant Tumor Tissues. J Appl Spectrosc 75, 420-425 (2008).
    • (2008) J Appl Spectrosc , vol.75 , pp. 420-425
    • Skornyakov, I.V.1    Tolstorozhev, G.B.2    Butra, V.A.3
  • 49
    • 0037544109 scopus 로고    scopus 로고
    • Fourier transform infrared spectroscopic studies of diabetic rat heart crude membranes
    • Severcan, F., Kaptan, N. & Turan, B. Fourier transform infrared spectroscopic studies of diabetic rat heart crude membranes. Spectroscopy 17, 569-577 (2003).
    • (2003) Spectroscopy , vol.17 , pp. 569-577
    • Severcan, F.1    Kaptan, N.2    Turan, B.3
  • 50
    • 0029563126 scopus 로고
    • The role of fibroblasts in tumor behavior
    • Gregoire, M. & Lieubeau, B. The role of fibroblasts in tumor behavior. Cancer Metastasis Rev 14, 339-350 (1995).
    • (1995) Cancer Metastasis Rev , vol.14 , pp. 339-350
    • Gregoire, M.1    Lieubeau, B.2
  • 51
    • 79952085497 scopus 로고    scopus 로고
    • Extensive retraction artefact predicts biochemical recurrence-free survival in prostatic carcinoma
    • Tomas, D. et al. Extensive retraction artefact predicts biochemical recurrence-free survival in prostatic carcinoma. Histopathology 58, 447-454 (2011).
    • (2011) Histopathology , vol.58 , pp. 447-454
    • Tomas, D.1
  • 52
    • 74949090792 scopus 로고    scopus 로고
    • A Group of Genome-Based Biomarkers That Add to a Kattan Nomogram for Predicting Progression in Men with High-Risk Prostate Cancer
    • Paris, P. L. et al. A Group of Genome-Based Biomarkers That Add to a Kattan Nomogram for Predicting Progression in Men with High-Risk Prostate Cancer. Clin Cancer Res 16, 195-202 (2010).
    • (2010) Clin Cancer Res , vol.16 , pp. 195-202
    • Paris, P.L.1
  • 53
    • 0030273042 scopus 로고    scopus 로고
    • Detection of locally recurrent prostate cancer after cryosurgery: Evaluation by transrectal ultrasound, magnetic resonance imaging, and threedimensional proton magnetic resonance spectroscopy
    • Parivar, F. et al. Detection of locally recurrent prostate cancer after cryosurgery: evaluation by transrectal ultrasound, magnetic resonance imaging, and threedimensional proton magnetic resonance spectroscopy. Urology 48, 594-599 (1996).
    • (1996) Urology , vol.48 , pp. 594-599
    • Parivar, F.1
  • 54
    • 84905922873 scopus 로고    scopus 로고
    • A17-gene assay to predict prostate cancer aggressiveness in the context of gleason grade heterogeneity, tumor multifocality, and biopsy undersampling
    • Klein, E. A. et al.A17-gene Assay to Predict Prostate Cancer Aggressiveness in the Context of Gleason Grade Heterogeneity, Tumor Multifocality, and Biopsy Undersampling. Eur Urol 66, 550-560 (2014).
    • (2014) Eur Urol , vol.66 , pp. 550-560
    • Klein, E.A.1
  • 55
    • 84873114561 scopus 로고    scopus 로고
    • Ambient mass spectrometry for the intraoperative molecular diagnosis of human brain tumors
    • Eberlin, L. S. et al. Ambient mass spectrometry for the intraoperative molecular diagnosis of human brain tumors. Proc Natl Acad Sci USA 110, 1611-1616 (2013).
    • (2013) Proc Natl Acad Sci USA , vol.110 , pp. 1611-1616
    • Eberlin, L.S.1
  • 56
    • 84894320514 scopus 로고    scopus 로고
    • Molecular assessment of surgical-resection margins of gastric cancer by mass-spectrometric imaging
    • Eberlin, L. S. et al. Molecular assessment of surgical-resection margins of gastric cancer by mass-spectrometric imaging. Proc Natl Acad Sci USA 111, 2436-2441 (2014).
    • (2014) Proc Natl Acad Sci USA , vol.111 , pp. 2436-2441
    • Eberlin, L.S.1
  • 57
    • 84884345259 scopus 로고    scopus 로고
    • Diagnosis of tumors during tissue-conserving surgery with integrated autofluorescence and Raman scatteringmicroscopy
    • Kong, K. et al. Diagnosis of tumors during tissue-conserving surgery with integrated autofluorescence and Raman scatteringmicroscopy. Proc Natl Acad Sci USA 110, 15189-15194 (2013).
    • (2013) Proc Natl Acad Sci USA , vol.110 , pp. 15189-15194
    • Kong, K.1
  • 58
    • 57849134248 scopus 로고    scopus 로고
    • Label-free biomedical imaging with high sensitivity by stimulated Raman scattering microscopy
    • Freudiger, C. W. et al. Label-free biomedical imaging with high sensitivity by stimulated Raman scattering microscopy. Science 322, 1857-1861 (2008).
    • (2008) Science , vol.322 , pp. 1857-1861
    • Freudiger, C.W.1
  • 59
    • 0030917298 scopus 로고    scopus 로고
    • Elevated stromal chondroitin sulfate glycosaminoglycan predicts progression in early-stage prostate cancer
    • Ricciardelli, C. et al. Elevated stromal chondroitin sulfate glycosaminoglycan predicts progression in early-stage prostate cancer. Clin Cancer Res 3, 983-992 (1997).
    • (1997) Clin Cancer Res , vol.3 , pp. 983-992
    • Ricciardelli, C.1
  • 60
    • 79955603432 scopus 로고    scopus 로고
    • High-resolution Fourier-transform infrared chemical imaging with multiple synchrotron beams
    • Nasse, M. J. et al. High-resolution Fourier-transform infrared chemical imaging with multiple synchrotron beams. Nat Methods 8, 413-U458 (2011).
    • (2011) Nat Methods , vol.8 , pp. 413-U458
    • Nasse, M.J.1
  • 61
    • 79956109461 scopus 로고    scopus 로고
    • Subcellular localization of p27 and prostate cancer recurrence: Automated digital microscopy analysis of tissue microarrays
    • Ananthanarayanan, V. et al. Subcellular localization of p27 and prostate cancer recurrence: automated digital microscopy analysis of tissue microarrays. Hum Pathol 42, 873-881 (2011).
    • (2011) Hum Pathol , vol.42 , pp. 873-881
    • Ananthanarayanan, V.1
  • 62
    • 34548741255 scopus 로고    scopus 로고
    • Discriminative frequent pattern analysis for effective classification
    • Istanbul, Turkey, IEEE
    • Hong, C., Xifeng, Y., Jiawei, H. & Chih-Wei, H. Discriminative Frequent Pattern Analysis for Effective Classification. Proc ICDE 2007 Istanbul, Turkey, 716-725, IEEE (doi: 10.1109/icde.2007.367917).
    • Proc ICDE 2007 , pp. 716-725
    • Hong, C.1    Xifeng, Y.2    Jiawei, H.3    Chih-Wei, H.4
  • 63
    • 79952709519 scopus 로고    scopus 로고
    • PROC: An open-source package for R and S1 to analyze and compare ROC curves
    • Robin, X. et al. pROC: an open-source package for R and S1 to analyze and compare ROC curves. BMC bioinformatics 12, 77 (2011).
    • (2011) BMC Bioinformatics , vol.12 , pp. 77
    • Robin, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.