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Volumn 19, Issue 5, 2010, Pages 463-486

Multi-state Markov models in cancer screening evaluation: A brief review and case study

Author keywords

[No Author keywords available]

Indexed keywords

BREAST CANCER; CANCER MORTALITY; CANCER SCREENING; CANCER SURVIVAL; HUMAN; LYMPH NODE METASTASIS; REVIEW; SENSITIVITY ANALYSIS; STATISTICAL MODEL;

EID: 77957796755     PISSN: 09622802     EISSN: None     Source Type: Journal    
DOI: 10.1177/0962280209359848     Document Type: Review
Times cited : (46)

References (50)
  • 1
    • 77957771758 scopus 로고
    • Mathematical models for breast cancer screening
    • Day NE, Miller AB, eds. Hans Huber, Toronto;
    • Prorok PC Mathematical models for breast cancer screening. In Day NE, Miller AB, eds. Screening for breast cancer. Hans Huber, Toronto ; 1988: 95-109.
    • (1988) Screening for Breast Cancer , pp. 95-109
    • Prorok, P.C.1
  • 2
    • 0021027662 scopus 로고
    • Estimation of the duration of a preclinical disease state using screening data
    • Walter SD, Day NE Estimation of the duration of a preclinical disease state using screening data. American Journal of Epidemiology 1983 ; 118: 865-886.
    • (1983) American Journal of Epidemiology , vol.118 , pp. 865-886
    • Walter, S.D.1    Day, N.E.2
  • 3
    • 0021402508 scopus 로고
    • Simplified models of screening for chronic disease: Estimation procedures from mass screening programmes
    • Day NE, Walter SD Simplified models of screening for chronic disease: estimation procedures from mass screening programmes. Biometrics 1984 ; 40: 1-14.
    • (1984) Biometrics , vol.40 , pp. 1-14
    • Day, N.E.1    Walter, S.D.2
  • 7
    • 9444229426 scopus 로고    scopus 로고
    • Diversity of model approaches for breast cancer screening: A review of model assumptions by the Cancer Intervention and Surveillance Network (CISNET) Breast Cancer Groups
    • Boer R., Plevritis S., Clarke L. Diversity of model approaches for breast cancer screening: a review of model assumptions by the Cancer Intervention and Surveillance Network (CISNET) Breast Cancer Groups. Statistical Methods in Medical Research 2004 ; 13: 525-538.
    • (2004) Statistical Methods in Medical Research , vol.13 , pp. 525-538
    • Boer, R.1    Plevritis, S.2    Clarke, L.3
  • 8
    • 27244434470 scopus 로고    scopus 로고
    • Effect of screening and adjuvant therapy on mortality from breast cancer
    • Berry DA, Cronin KA, Plevritis SK, et al. Effect of screening and adjuvant therapy on mortality from breast cancer. New England Journal of Medicine 2005 ; 353: 1784-1792.
    • (2005) New England Journal of Medicine , vol.353 , pp. 1784-1792
    • Berry, D.A.1    Cronin, K.A.2    Plevritis, S.K.3
  • 9
    • 0029095994 scopus 로고
    • Estimation of mean sojourn time in breast cancer screening using a Markov chain model of both entry to and exit from the preclinical detectable phase
    • Duffy SW, Chen HH, Tabar L., Day NE Estimation of mean sojourn time in breast cancer screening using a Markov chain model of both entry to and exit from the preclinical detectable phase. Statistics in Medicine 1995 ; 14: 1531-1543.
    • (1995) Statistics in Medicine , vol.14 , pp. 1531-1543
    • Duffy, S.W.1    Chen, H.H.2    Tabar, L.3    Day, N.E.4
  • 10
    • 0001003573 scopus 로고    scopus 로고
    • A Markov chain method to estimate the tumour progression rate from preclinical to clinical phase, sensitivity and positive predictive value for mammography in breast cancer screening
    • Chen HH, Duffy SW A Markov chain method to estimate the tumour progression rate from preclinical to clinical phase, sensitivity and positive predictive value for mammography in breast cancer screening. The Statistician 1996 ; 45: 307-317.
    • (1996) The Statistician , vol.45 , pp. 307-317
    • Chen, H.H.1    Duffy, S.W.2
  • 11
    • 0030456246 scopus 로고    scopus 로고
    • Sojourn time, sensitivity and positive predictive value of mammography screening for breast cancer in women aged 40-49
    • Duffy SW, Chen HH, Tabar L., Fagerberg G., Paci E. Sojourn time, sensitivity and positive predictive value of mammography screening for breast cancer in women aged 40-49. International Journal of Epidemiology 1996 ; 25: 1139-1145.
    • (1996) International Journal of Epidemiology , vol.25 , pp. 1139-1145
    • Duffy, S.W.1    Chen, H.H.2    Tabar, L.3    Fagerberg, G.4    Paci, E.5
  • 12
    • 0001908096 scopus 로고    scopus 로고
    • Markov chain models for progression of breast cancer. Part I: Tumour attributes and the preclinical screen-detectable phase
    • Chen HH, Duffy SW, Tabar L., Day NE Markov chain models for progression of breast cancer. Part I: tumour attributes and the preclinical screen-detectable phase. Journal of Epidemiology and Biostatistics 1997 ; 2: 9-23.
    • (1997) Journal of Epidemiology and Biostatistics , vol.2 , pp. 9-23
    • Chen, H.H.1    Duffy, S.W.2    Tabar, L.3    Day, N.E.4
  • 13
    • 0002783251 scopus 로고    scopus 로고
    • Markov chain models for progression of breast cancer. Part II: Prediction of outcomes for different screening regimes
    • Chen HH, Duffy SW, Tabar L., Day NE Markov chain models for progression of breast cancer. Part II: prediction of outcomes for different screening regimes. Journal of Epidemiology and Biostatistics 1997 ; 2: 25-35.
    • (1997) Journal of Epidemiology and Biostatistics , vol.2 , pp. 25-35
    • Chen, H.H.1    Duffy, S.W.2    Tabar, L.3    Day, N.E.4
  • 15
    • 0030933667 scopus 로고    scopus 로고
    • Estimating lead time and sensitivity in a screening program without estimating the incidence in the screened group
    • Straatman H., Peer PGM, Verbeek ALM Estimating lead time and sensitivity in a screening program without estimating the incidence in the screened group. Biometrics 1997 ; 53: 217-229.
    • (1997) Biometrics , vol.53 , pp. 217-229
    • Straatman, H.1    Pgm, P.2    Alm, V.3
  • 16
    • 0031744585 scopus 로고    scopus 로고
    • Evaluation by Markov chain models of a non-randomised breast cancer screening programme in women aged under 50 years in Sweden
    • Chen HH, Thurfjell E., Duffy SW, Tabar L. et al. Evaluation by Markov chain models of a non-randomised breast cancer screening programme in women aged under 50 years in Sweden. Journal of Epidemiology and Community Health 1998 ; 52: 329-335.
    • (1998) Journal of Epidemiology and Community Health , vol.52 , pp. 329-335
    • Chen, H.H.1    Thurfjell, E.2    Duffy, S.W.3    Tabar, L.4
  • 17
    • 0032529927 scopus 로고    scopus 로고
    • Estimating sensitivity and sojourn time in screening for colorectal cancer: A comparison of statistical approaches
    • Prevost TC, Rohan TE, Duffy SW, Chen HH, To T., Hill RD Estimating sensitivity and sojourn time in screening for colorectal cancer: a comparison of statistical approaches. American Journal of Epidemiology 1998 ; 148: 609-619.
    • (1998) American Journal of Epidemiology , vol.148 , pp. 609-619
    • Prevost, T.C.1    Rohan, T.E.2    Duffy, S.W.3    Chen, H.H.4    To, T.5    Hill, R.D.6
  • 18
    • 0034064237 scopus 로고    scopus 로고
    • Estimation of sojourn time in chronic disease screening without data on interval cases
    • Chen TH, Kuo HS, Yen MF, Lai MS, Tabar L., Duffy SW Estimation of sojourn time in chronic disease screening without data on interval cases. Biometrics 2000 ; 56: 167-172.
    • (2000) Biometrics , vol.56 , pp. 167-172
    • Chen, T.H.1    Kuo, H.S.2    Yen, M.F.3    Lai, M.S.4    Tabar, L.5    Duffy, S.W.6
  • 19
    • 0033214795 scopus 로고    scopus 로고
    • Evaluation of a selective screening for colorectal carcinoma: The Taiwan Multicenter Cancer Screening (TAMCAS) project
    • Chen TH, Yen MF, Lai MS, et al. Evaluation of a selective screening for colorectal carcinoma: the Taiwan Multicenter Cancer Screening (TAMCAS) project. Cancer 1999 ; 86: 1116-1128.
    • (1999) Cancer , vol.86 , pp. 1116-1128
    • Chen, T.H.1    Yen, M.F.2    Lai, M.S.3
  • 20
    • 0037687714 scopus 로고    scopus 로고
    • Bayesian evaluation of breast cancer screening using data from two studies
    • Myles JP, Nixon RM, Duffy SW, et al. Bayesian evaluation of breast cancer screening using data from two studies. Statistics in Medicine 2003 ; 22: 1661-1674.
    • (2003) Statistics in Medicine , vol.22 , pp. 1661-1674
    • Myles, J.P.1    Nixon, R.M.2    Duffy, S.W.3
  • 21
    • 33644840822 scopus 로고    scopus 로고
    • Estimating mean sojourn time and screening test sensitivity in breast cancer mammography screening: New results
    • Weedon-Fekjaer H., Vatten LJ, Aalen OO, Lindqvist B., Tretli S. Estimating mean sojourn time and screening test sensitivity in breast cancer mammography screening: new results. Journal of Medical Screening 2005 ; 12: 172-178.
    • (2005) Journal of Medical Screening , vol.12 , pp. 172-178
    • Weedon-Fekjaer, H.1    Vatten, L.J.2    Aalen, O.O.3    Lindqvist, B.4    Tretli, S.5
  • 23
    • 55049094922 scopus 로고    scopus 로고
    • Estimation of mean sojourn time for lung cancer by chest X-ray screening with a Bayesian approach
    • Chien CR, Lai MS, Chen TH Estimation of mean sojourn time for lung cancer by chest X-ray screening with a Bayesian approach. Lung Cancer 2008 ; 62: 215-220.
    • (2008) Lung Cancer , vol.62 , pp. 215-220
    • Chien, C.R.1    Lai, M.S.2    Chen, T.H.3
  • 24
    • 0042366192 scopus 로고    scopus 로고
    • Quantifying the potential problem of overdiagnosis of ductal carcinoma in situ in breast cancer screening
    • Yen MF, Tabár L., Vitak B., Smith RA, Chen HH, Duffy SW Quantifying the potential problem of overdiagnosis of ductal carcinoma in situ in breast cancer screening. European Journal of Cancer 2003 ; 39: 1746-1754.
    • (2003) European Journal of Cancer , vol.39 , pp. 1746-1754
    • Yen, M.F.1    Tabár, L.2    Vitak, B.3    Smith, R.A.4    Chen, H.H.5    Duffy, S.W.6
  • 25
    • 29244451535 scopus 로고    scopus 로고
    • Overdiagnosis and overtreatment of breast cancer: Estimates of overdiagnosis from two trials of mammographic screening for breast cancer
    • Duffy SW, Agbaje O., Tabar L., et al. Overdiagnosis and overtreatment of breast cancer: estimates of overdiagnosis from two trials of mammographic screening for breast cancer. Breast Cancer Research 2005 ; 7: 258-265.
    • (2005) Breast Cancer Research , vol.7 , pp. 258-265
    • Duffy, S.W.1    Agbaje, O.2    Tabar, L.3
  • 26
    • 33745588256 scopus 로고    scopus 로고
    • Overdiagnosis, sojourn time, and sensitivity in the Copenhagen mammography screening program
    • Olsen AH, Agbaje OF, Myles JP, Lynge E., Duffy SW Overdiagnosis, sojourn time, and sensitivity in the Copenhagen mammography screening program. Breast Journal 2006 ; 12: 338-342.
    • (2006) Breast Journal , vol.12 , pp. 338-342
    • Olsen, A.H.1    Agbaje, O.F.2    Myles, J.P.3    Lynge, E.4    Duffy, S.W.5
  • 28
    • 0000097757 scopus 로고    scopus 로고
    • Parametric estimation procedures for screening programmes: Stable and nonstable disease models for multimodality case finding
    • Shen Y., Zelen M. Parametric estimation procedures for screening programmes: stable and nonstable disease models for multimodality case finding. Biometrika 1999 ; 86: 503-515.
    • (1999) Biometrika , vol.86 , pp. 503-515
    • Shen, Y.1    Zelen, M.2
  • 29
    • 26644440690 scopus 로고    scopus 로고
    • Robust modeling in screening studies: Estimation of sensitivity and preclinical sojourn time distribution
    • Shen Y., Zelen M. Robust modeling in screening studies: estimation of sensitivity and preclinical sojourn time distribution. Biostatistics 2005 ; 6: 604-614.
    • (2005) Biostatistics , vol.6 , pp. 604-614
    • Shen, Y.1    Zelen, M.2
  • 30
    • 0035001547 scopus 로고    scopus 로고
    • Estimation and prediction for cancer screening models using deconvolution and smoothing
    • Pinsky PF Estimation and prediction for cancer screening models using deconvolution and smoothing. Biometrics 2001 ; 57: 389-395.
    • (2001) Biometrics , vol.57 , pp. 389-395
    • Pinsky, P.F.1
  • 31
    • 1642286684 scopus 로고    scopus 로고
    • An early- and late-stage convolution model for disease natural history
    • Pinsky PF An early- and late-stage convolution model for disease natural history. Biometrics 2004 ; 60: 191-198.
    • (2004) Biometrics , vol.60 , pp. 191-198
    • Pinsky, P.F.1
  • 32
    • 26644458796 scopus 로고    scopus 로고
    • Estimation of age-specific sensitivity and sojourn time in breast cancer screening studies
    • Cong XJ, Shen Y., Miller AB Estimation of age-specific sensitivity and sojourn time in breast cancer screening studies. Statistics in Medicine 2005 ; 24: 3123-3138.
    • (2005) Statistics in Medicine , vol.24 , pp. 3123-3138
    • Cong, X.J.1    Shen, Y.2    Miller, A.B.3
  • 33
    • 39849100398 scopus 로고    scopus 로고
    • Estimating lead time and overdiagnosis associated with PSA screening from prostate cancer incidence trends
    • Telesca D., Etzioni R., Gulati R. Estimating lead time and overdiagnosis associated with PSA screening from prostate cancer incidence trends. Biometrics 2008 ; 64: 10-19.
    • (2008) Biometrics , vol.64 , pp. 10-19
    • Telesca, D.1    Etzioni, R.2    Gulati, R.3
  • 40
    • 0141560522 scopus 로고    scopus 로고
    • Building a model to determine the cost-effectiveness of breast cancer screening in France
    • Arveux P., Wait S., Schaffer P. Building a model to determine the cost-effectiveness of breast cancer screening in France. European Journal of Cancer Care 2003 ; 12: 143-153.
    • (2003) European Journal of Cancer Care , vol.12 , pp. 143-153
    • Arveux, P.1    Wait, S.2    Schaffer, P.3
  • 41
    • 0037329127 scopus 로고    scopus 로고
    • A simulation model for evaluating the medical and economic outcomes of screening strategies for colorectal cancer
    • Lejeune C., Arveux P., Fagnani F., Bonithon-Kopp C., Faivre J. A simulation model for evaluating the medical and economic outcomes of screening strategies for colorectal cancer. European Journal of Cancer Prevention 2003 ; 12: 77-84.
    • (2003) European Journal of Cancer Prevention , vol.12 , pp. 77-84
    • Lejeune, C.1    Arveux, P.2    Fagnani, F.3    Bonithon-Kopp, C.4    Faivre, J.5
  • 42
    • 58149389589 scopus 로고    scopus 로고
    • Endoscopic requirements of colorectal cancer screening programs in average-risk population. Estimation according to a Markov model
    • Rodríguez-Moranta F., Trapero-Bertran M., Castells A., et al. Endoscopic requirements of colorectal cancer screening programs in average-risk population. Estimation according to a Markov model. Gastroenterologia Y Hepatologia 2008 ; 31: 405-412.
    • (2008) Gastroenterologia y Hepatologia , vol.31 , pp. 405-412
    • Rodríguez-Moranta, F.1    Trapero-Bertran, M.2    Castells, A.3
  • 43
    • 0142105862 scopus 로고    scopus 로고
    • Multistate Markov models for disease progression with classification error
    • Jackson C., Sharples L., Thompson S., Duffy S., Couto E. Multistate Markov models for disease progression with classification error. Statistician 2003 ; 52: 193-209.
    • (2003) Statistician , vol.52 , pp. 193-209
    • Jackson, C.1    Sharples, L.2    Thompson, S.3    Duffy, S.4    Couto, E.5
  • 45
    • 0026321572 scopus 로고
    • Modelling the analysis of breast cancer screening programmes: Sensitivity, lead time and predictive value in the Florence District Programme (1975-1986)
    • Paci E., Duffy SW Modelling the analysis of breast cancer screening programmes: sensitivity, lead time and predictive value in the Florence District Programme (1975-1986). International Journal of Epidemiology 1991 ; 20: 852-858.
    • (1991) International Journal of Epidemiology , vol.20 , pp. 852-858
    • Paci, E.1    Duffy, S.W.2
  • 46
    • 0030067656 scopus 로고    scopus 로고
    • Age specific sensitivity and sojourn time in a breast cancer screening programme (DOM) in the Netherlands: A comparison of different methods
    • Brekelmans CT, Westers P., Faber JA, Peeters PH, Collette HJ Age specific sensitivity and sojourn time in a breast cancer screening programme (DOM) in The Netherlands: a comparison of different methods. Journal of Epidemiology and Community Health 1996 ; 50: 68-71.
    • (1996) Journal of Epidemiology and Community Health , vol.50 , pp. 68-71
    • Brekelmans, C.T.1    Westers, P.2    Faber, J.A.3    Peeters, P.H.4    Collette, H.J.5
  • 48
    • 38849128116 scopus 로고    scopus 로고
    • A semi-Markov model for multistate and interval-censored data with multiple terminal events. Application in renal transplantation
    • Foucher Y., Giral M., Soulillou JP, Daures JP A semi-Markov model for multistate and interval-censored data with multiple terminal events. Application in renal transplantation. Statistics in Medicine 2007 ; 26: 5381-5393.
    • (2007) Statistics in Medicine , vol.26 , pp. 5381-5393
    • Foucher, Y.1    Giral, M.2    Soulillou, J.P.3    Daures, J.P.4
  • 49
    • 29844443593 scopus 로고    scopus 로고
    • A semi-Markov model based on generalized Weibull distribution with an illustration for HIV disease
    • Foucher Y., Mathieu E., Saint-Pierre P., Durand JF, Daurès JP A semi-Markov model based on generalized Weibull distribution with an illustration for HIV disease. Biometrical Journal 2005 ; 47: 825-833.
    • (2005) Biometrical Journal , vol.47 , pp. 825-833
    • Foucher, Y.1    Mathieu, E.2    Saint-Pierre, P.3    Durand, J.F.4    Daurès, J.P.5
  • 50
    • 38849191739 scopus 로고    scopus 로고
    • Cost-effectiveness analysis in colorectal cancer using a semi-Markov model
    • Castelli C., Combescure C., Foucher Y., Daures JP Cost-effectiveness analysis in colorectal cancer using a semi-Markov model. Statistics in Medicine 2007 ; 26: 5557-5571.
    • (2007) Statistics in Medicine , vol.26 , pp. 5557-5571
    • Castelli, C.1    Combescure, C.2    Foucher, Y.3    Daures, J.P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.