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Volumn 81 A, Issue 2, 2012, Pages 138-148

Automated identification of circulating tumor cells by image cytometry

Author keywords

Automated classification; Cell analysis; CTC; Image cytometry; Random Forest; TDI

Indexed keywords

APOPTOSIS; ARTICLE; AUTOMATION; CELL COUNT; CELL TRACKING; CLASSIFICATION; HUMAN; IMAGE CYTOMETRY; INSTRUMENTATION; LEUKOCYTE; METASTASIS; METHODOLOGY; OBSERVER VARIATION; PATHOLOGY; STATISTICS; TUMOR EMBOLISM;

EID: 84856234581     PISSN: 15524922     EISSN: 15524930     Source Type: Journal    
DOI: 10.1002/cyto.a.22002     Document Type: Article
Times cited : (30)

References (60)
  • 3
    • 49249130844 scopus 로고    scopus 로고
    • The relationship of circulating tumor cells to tumor response, progression-free survival, and overall survival in patients with metastatic colorectal cancer
    • Cohen SJ, Punt CJA, Iannotti N, Saidman BH, Sabbath KD, Gabrail NY, Picus J, Morse M, Mitchell E, Miller MC, et al. The relationship of circulating tumor cells to tumor response, progression-free survival, and overall survival in patients with metastatic colorectal cancer.JCO 2008;26:3213-3221.
    • (2008) JCO , vol.26 , pp. 3213-3221
    • Cohen, S.J.1    Punt, C.J.A.2    Iannotti, N.3    Saidman, B.H.4    Sabbath, K.D.5    Gabrail, N.Y.6    Picus, J.7    Morse, M.8    Mitchell, E.9    Miller, M.C.10
  • 4
    • 77952419985 scopus 로고    scopus 로고
    • Circulating tumour cells early predict progression-free and overall survival in advanced colorectal cancer patients treated with chemotherapy and targeted agents
    • Tol J, Koopman M, Miller MC, Tibbe A, Cats A, Creemers GJM, Vos AH, Nagtegaal ID, Terstappen LWMM, Punt CJA.Circulating tumour cells early predict progression-free and overall survival in advanced colorectal cancer patients treated with chemotherapy and targeted agents.Ann Oncol 2010;21:1006-1012.
    • (2010) Ann Oncol , vol.21 , pp. 1006-1012
    • Tol, J.1    Koopman, M.2    Miller, M.C.3    Tibbe, A.4    Cats, A.5    Creemers, G.J.M.6    Vos, A.H.7    Nagtegaal, I.D.8    Terstappen, L.W.M.M.9    Punt, C.J.A.10
  • 8
    • 41649098480 scopus 로고    scopus 로고
    • Monitoring the response of circulating epithelial tumor cells to adjuvant chemotherapy in breast cancer allows detection of patients at risk of early relapse
    • Pachmann K, Camara O, Kavallaris A, Krauspe S, Malarski N, Gajda M, Kroll T, Jörke C, Hammer U, Altendorf-Hofmann A, et al. Monitoring the response of circulating epithelial tumor cells to adjuvant chemotherapy in breast cancer allows detection of patients at risk of early relapse.JCO 2008;26:1208-1215.
    • (2008) JCO , vol.26 , pp. 1208-1215
    • Pachmann, K.1    Camara, O.2    Kavallaris, A.3    Krauspe, S.4    Malarski, N.5    Gajda, M.6    Kroll, T.7    Jörke, C.8    Hammer, U.9    Altendorf-Hofmann, A.10
  • 13
    • 77955082633 scopus 로고    scopus 로고
    • All circulating EpCAM+CD45-CK+ but not EpCAM+CD45+CK+ objects predict overall survival in castration-resistant prostate cancer
    • Coumans F, Doggen CJM, Attard G, de Bono JS, Terstappen LWMM.All circulating EpCAM+CD45-CK+ but not EpCAM+CD45+CK+ objects predict overall survival in castration-resistant prostate cancer.Ann Oncol 2010;21:1851-1857.
    • (2010) Ann Oncol , vol.21 , pp. 1851-1857
    • Coumans, F.1    Doggen, C.J.M.2    Attard, G.3    de Bono, J.S.4    Terstappen, L.W.M.M.5
  • 16
    • 33847624566 scopus 로고    scopus 로고
    • Statistical considerations for enumeration of circulating tumor cells
    • Tibbe AGJ, Miller C, Terstappen LWMM.Statistical considerations for enumeration of circulating tumor cells.Cytometry Part A 2007;71A:154-162.
    • (2007) Cytometry Part A , vol.71 , pp. 154-162
    • Tibbe, A.G.J.1    Miller, C.2    Terstappen, L.W.M.M.3
  • 19
    • 84856234136 scopus 로고    scopus 로고
    • Laser Image Cytometer for Analysis of Circulating Tumor Cells. ISBN 978-90-365-2610-4, January 2008 (Thesis).
    • Schreuder F. Laser Image Cytometer for Analysis of Circulating Tumor Cells. ISBN 978-90-365-2610-4, January 2008 (Thesis).
    • Schreuder, F.1
  • 22
    • 0041935939 scopus 로고    scopus 로고
    • Maryland, USA:US National Institutes of Health, Bethesda.
    • Rasband WS.ImageJ.Maryland, USA:US National Institutes of Health, Bethesda.
    • ImageJ
    • Rasband, W.S.1
  • 24
    • 0035440214 scopus 로고    scopus 로고
    • A fast algorithm for multilevel thresholding
    • Liao PS, Chen TS, Chung PC.A fast algorithm for multilevel thresholding.J Info Sci Eng 2001;17:713-727.
    • (2001) J Info Sci Eng , vol.17 , pp. 713-727
    • Liao, P.S.1    Chen, T.S.2    Chung, P.C.3
  • 25
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman L.Bagging predictors.Mach Learn 1996;24:123-140.
    • (1996) Mach Learn , vol.24 , pp. 123-140
    • Breiman, L.1
  • 26
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman L.Random forests.Mach Learn 2001;45:5-32.
    • (2001) Mach Learn , vol.45 , pp. 5-32
    • Breiman, L.1
  • 29
    • 0032139235 scopus 로고    scopus 로고
    • The random subspace method for constructing decision forests
    • Ho TK.The random subspace method for constructing decision forests.IEEE Trans Pattern Anal Mach Intell 1998;20:832-844.
    • (1998) IEEE Trans Pattern Anal Mach Intell , vol.20 , pp. 832-844
    • Ho, T.K.1
  • 30
    • 14644421528 scopus 로고    scopus 로고
    • Investigation of the random forest framework for classification of hyperspectral data
    • Ham J, Chen Y, Crawford MM, Ghosh J.Investigation of the random forest framework for classification of hyperspectral data.IEEE Trans Geosci Remote Sens 2005;43:492-501.
    • (2005) IEEE Trans Geosci Remote Sens , vol.43 , pp. 492-501
    • Ham, J.1    Chen, Y.2    Crawford, M.M.3    Ghosh, J.4
  • 31
    • 4644232465 scopus 로고    scopus 로고
    • Automatic tracking, feature extraction and classification of C. elegans phenotypes
    • Geng W, Cosman P, Berry CC, Feng Z, Schafer WR.Automatic tracking, feature extraction and classification of C. elegans phenotypes.IEEE Trans Biomed Eng 2004;51:1811-1820.
    • (2004) IEEE Trans Biomed Eng , vol.51 , pp. 1811-1820
    • Geng, W.1    Cosman, P.2    Berry, C.C.3    Feng, Z.4    Schafer, W.R.5
  • 36
    • 0017360990 scopus 로고
    • The measurement of observer agreement for categorical data
    • Landis JR, Koch GG.The measurement of observer agreement for categorical data.Biometrics 1977;33:159-74.
    • (1977) Biometrics , vol.33 , pp. 159-174
    • Landis, J.R.1    Koch, G.G.2
  • 37
    • 58149412516 scopus 로고
    • Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit
    • Cohen J.Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit.Psychol Bull 1968;70:213-220.
    • (1968) Psychol Bull , vol.70 , pp. 213-220
    • Cohen, J.1
  • 38
    • 14744284163 scopus 로고    scopus 로고
    • The Kappa statistic in reliability studies: Use, interpretation, and sample size requirements
    • Sim J, Wright CC.The Kappa statistic in reliability studies: Use, interpretation, and sample size requirements.Phys Ther 2005;85:257-268.
    • (2005) Phys Ther , vol.85 , pp. 257-268
    • Sim, J.1    Wright, C.C.2
  • 39
    • 3343019470 scopus 로고
    • Measuring nominal scale agreement among many raters
    • Fleiss JL.Measuring nominal scale agreement among many raters.Psychol Bull 1971;76:378-382.
    • (1971) Psychol Bull , vol.76 , pp. 378-382
    • Fleiss, J.L.1
  • 44
    • 0031455379 scopus 로고    scopus 로고
    • Apoptosis generates stable fragments of human type I keratins
    • Ku N, Liao J, Omary MB.Apoptosis generates stable fragments of human type I keratins.J Bio Chem 1997;272:33197-33203.
    • (1997) J Bio Chem , vol.272 , pp. 33197-33203
    • Ku, N.1    Liao, J.2    Omary, M.B.3
  • 46
    • 0035404539 scopus 로고    scopus 로고
    • Circulating breast cancer cells are frequently apoptotic
    • Mehes G, Witt A, Kubista E, Ambros P.Circulating breast cancer cells are frequently apoptotic.Am J Pathol 2001;159:17-20.
    • (2001) Am J Pathol , vol.159 , pp. 17-20
    • Mehes, G.1    Witt, A.2    Kubista, E.3    Ambros, P.4
  • 50
    • 0035866393 scopus 로고    scopus 로고
    • DNA fragments in the blood plasma of cancer patients: Quantitations and evidence for their origin from apoptotic and necrotic cells
    • Jahr S, Hentze H, Englisch S, Hardt D, Fackelmayer FO, Hesch R, Knippers R.DNA fragments in the blood plasma of cancer patients: Quantitations and evidence for their origin from apoptotic and necrotic cells.Cancer Res 2001;61:1659-1665.
    • (2001) Cancer Res , vol.61 , pp. 1659-1665
    • Jahr, S.1    Hentze, H.2    Englisch, S.3    Hardt, D.4    Fackelmayer, F.O.5    Hesch, R.6    Knippers, R.7
  • 52
    • 0029914827 scopus 로고    scopus 로고
    • CYFRA 21-1 enzyme-linked immunosorbent assay evaluation as a tumor marker in non-small cell lung cancer. Chest
    • Lai RS, Hsu HK, Lu JY, Ger LP, Lai NS.CYFRA 21-1 enzyme-linked immunosorbent assay evaluation as a tumor marker in non-small cell lung cancer. Chest 1996;109:995-1000.
    • (1996) , vol.109 , pp. 995-1000
    • Lai, R.S.1    Hsu, H.K.2    Lu, J.Y.3    Ger, L.P.4    Lai, N.S.5
  • 56
    • 0033891393 scopus 로고    scopus 로고
    • Isolation by size of epithelial tumor cells: A new method for the immunomorphological and molecular characterization of circulating tumor cells
    • Vona G, Sabile A, Louha M, Sitruk V, Romana S, Schutze K, Capron F, Franco D, Pazzagli M, Vekemans M, et al. Isolation by size of epithelial tumor cells: A new method for the immunomorphological and molecular characterization of circulating tumor cells.Am J Pathol 2000;156:57-63.
    • (2000) Am J Pathol , vol.156 , pp. 57-63
    • Vona, G.1    Sabile, A.2    Louha, M.3    Sitruk, V.4    Romana, S.5    Schutze, K.6    Capron, F.7    Franco, D.8    Pazzagli, M.9    Vekemans, M.10
  • 60
    • 78649737519 scopus 로고    scopus 로고
    • Versatile label free biochip for the detection of circulating tumor cells from peripheral blood in cancer patients
    • Tan SJ, Lakshmi RL, Chen P, Lim WT, Yobas L, Lim CT.Versatile label free biochip for the detection of circulating tumor cells from peripheral blood in cancer patients.Biosensors and Bioelectronics 2010;26:1701-1705.
    • (2010) Biosensors and Bioelectronics , vol.26 , pp. 1701-1705
    • Tan, S.J.1    Lakshmi, R.L.2    Chen, P.3    Lim, W.T.4    Yobas, L.5    Lim, C.T.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.