{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T16:52:18Z","timestamp":1768409538009,"version":"3.49.0"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2006,8,15]],"date-time":"2006-08-15T00:00:00Z","timestamp":1155600000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["CMS"],"published-print":{"date-parts":[[2006,11,10]]},"DOI":"10.1007\/s10287-006-0008-x","type":"journal-article","created":{"date-parts":[[2006,8,14]],"date-time":"2006-08-14T08:29:08Z","timestamp":1155544148000},"page":"59-83","source":"Crossref","is-referenced-by-count":42,"title":["Combined Discrete-event Simulation and Ant Colony Optimisation Approach for Selecting Optimal Screening Policies for Diabetic Retinopathy"],"prefix":"10.1007","volume":"4","author":[{"given":"Sally C.","family":"Brailsford","sequence":"first","affiliation":[]},{"given":"Walter J.","family":"Gutjahr","sequence":"additional","affiliation":[]},{"given":"Marion S.","family":"Rauner","sequence":"additional","affiliation":[]},{"given":"Wolfgang","family":"Zeppelzauer","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2006,8,15]]},"reference":[{"key":"8_CR1","unstructured":"Brailsford SC, Davies R (2001) Screening for diabetic retinopathy, www.management.soton.ac.uk\/ retinopathy, accessed 13 December 2005"},{"key":"8_CR2","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1023\/A:1019086300747","volume":"1","author":"SC Brailsford","year":"1998","unstructured":"Brailsford SC, Davies R, Canning C, Roderick PJ (1998) Evaluating screening policies for the early detection of retinopathy in patients with non-insulin dependent diabetes. Health Care Manage Sci 1:115\u2013124","journal-title":"Health Care Manage Sci"},{"issue":"7945","key":"8_CR3","first-page":"1110","volume":"2","author":"British Multicentre Study Group","year":"1975","unstructured":"British Multicentre Study Group (1975) Photocoagulation in treatment of diabetic maculopathy. The Lancet 2(7945):1110\u20131113","journal-title":"The Lancet"},{"key":"8_CR4","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1007\/BF00281116","volume":"26","author":"British Multicentre Study Group","year":"1984","unstructured":"British Multicentre Study Group (1984) Photocoagulation for proliferative diabetic retinopathy: a randomised controlled trial using the xenon-arc. Diabetologia 26:109\u2013115","journal-title":"Diabetologia"},{"key":"8_CR5","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1016\/S0002-9394(99)00146-4","volume":"128","author":"MB Brown","year":"1999","unstructured":"Brown MB, Brown GC, Sharma S, Shah G (1999) Utility values and diabetic retinopathy. Am J Ophthalmol 128:324\u2013330","journal-title":"Am J Ophthalmol"},{"key":"8_CR6","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1023\/A:1020378022303","volume":"5","author":"K Cooper","year":"2002","unstructured":"Cooper K, Davies R, Roderick P, Chase D, Raftery J (2002) The development of a simulation model of the treatment of coronary heart disease. Health Care Manage Sci 5:259\u201367","journal-title":"Health Care Manage Sci"},{"key":"8_CR7","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1017\/S0266462399152899","volume":"15","author":"H Crijns","year":"1999","unstructured":"Crijns H, Casparie AF, Hendrikse F (1999) Continuous computer simulation analysis of the cost-effectiveness of screening and treating diabetic retinopathy. Int J Technol Assess Health Care 15:198\u2013206","journal-title":"Int J Technol Assess Health Care"},{"key":"8_CR8","unstructured":"Davies R, Brailsford SC (2004). Screening for diabetic retinopathy. In: Handbook of OR\/MS applications in health care. Sainfort F, Brandeau M, Pierskalla W (Eds). International series in operations research and management science. Kluwer, Norwell Mass, pp. 493\u2013518."},{"key":"8_CR9","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1016\/0305-0483(94)90073-6","volume":"22","author":"R Davies","year":"1994","unstructured":"Davies R, Davies HTO (1994) Modelling patient flows and resource provision in health systems. Omega Int J Manage Sci 22:123\u2013131","journal-title":"Omega Int J Manage Sci"},{"key":"8_CR10","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1016\/0377-2217(94)00148-6","volume":"87","author":"HTO Davies","year":"1995","unstructured":"Davies HTO, Davies R (1995) Simulating health systems: modelling problems and software solutions. Eur J Oper Res 87:35\u201344","journal-title":"Eur J Oper Res"},{"key":"8_CR11","doi-asserted-by":"crossref","first-page":"476","DOI":"10.1057\/palgrave.jors.2600890","volume":"51","author":"R Davies","year":"2000","unstructured":"Davies R, Brailsford SC, Roderick PJ, Canning C, Crabbe DN (2000) Using simulation modelling for evaluating screening services for diabetic retinopathy. J Oper Res Soc 51:476\u2013484","journal-title":"J Oper Res Soc"},{"key":"8_CR12","doi-asserted-by":"crossref","first-page":"762","DOI":"10.1046\/j.1464-5491.2002.00773.x","volume":"19","author":"R Davies","year":"2002","unstructured":"Davies R, Roderick PJ, Canning C, Brailsford SC (2002) The evaluation of screening policies for diabetic retinopathy using simulation. Diabet Med 19:762\u2013770","journal-title":"Diabet Med"},{"key":"8_CR13","volume-title":"The state of the nation","author":"Department of Health","year":"1991","unstructured":"Department of Health (1991) The state of the nation. HMSO, London"},{"key":"8_CR14","first-page":"11","volume-title":"New ideas in optimisation","author":"M Dorigo","year":"1999","unstructured":"Dorigo M, Di Caro G (1999). The ant colony optimisation metaheuristic. In: Corne D, Dorigo M, Glover F (eds). New ideas in optimisation. McGraw-Hill, New York, pp. 11\u201333"},{"key":"8_CR15","volume-title":"The ant system: an autocatalytic optimisation process","author":"M Dorigo","year":"1991","unstructured":"Dorigo M, Maniezzo V, Colorni A (1991) The ant system: an autocatalytic optimisation process. Technical Report 91\u2013016, Department of Electronics Polytechnico di Milano, Italy"},{"key":"8_CR16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/3477.484436","volume":"26","author":"M Dorigo","year":"1996","unstructured":"Dorigo M, Maniezzo V, Colorni A (1996) The ant system: optimisation by a colony of cooperating agents. IEEE Trans Syst Man Cybern 26:1\u201313","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"8_CR17","doi-asserted-by":"crossref","first-page":"725","DOI":"10.2337\/diacare.20.5.725","volume":"20","author":"RC Eastman","year":"1997a","unstructured":"Eastman RC, Javitt JC, Herman WC, Dasbach EJ, Zbrozek AS et\u00a0al (1997a) Model of complications of NIDDM, I. Model construction and assumptions. Diabet Care 20:725\u2013734","journal-title":"Diabet Care"},{"key":"8_CR18","doi-asserted-by":"crossref","first-page":"735","DOI":"10.2337\/diacare.20.5.735","volume":"20","author":"RC Eastman","year":"1997b","unstructured":"Eastman RC, Javitt JC, Herman WC, Dasbach EJ, Zbrozek AS et\u00a0al (1997b) Model of complications of NIDDM II, analysis of the health benefits and cost-effectiveness of treating NIDDM with the goal of normoglycaemia. Diabet Care 20:735\u2013744","journal-title":"Diabet Care"},{"key":"8_CR19","doi-asserted-by":"crossref","first-page":"873","DOI":"10.1016\/S0167-739X(00)00044-3","volume":"16","author":"WJ Gutjahr","year":"2000","unstructured":"Gutjahr WJ (2000) A graph-based Ant System and its convergence. Future Generation Comput Syst 16: 873\u2013882","journal-title":"Future Generation Comput Syst"},{"key":"8_CR20","doi-asserted-by":"crossref","unstructured":"Gutjahr WJ (2003). A converging ACO algorithm for stochastic combinatorial optimisation. In: Albrecht A, Steinh\u00f6fl K (eds). Proceedings of SAGA 2003 (Stochastic Algorithms: Foundations and Applications). Springer, Berlin Heidelberg New York, pp. 10\u201325","DOI":"10.1007\/978-3-540-39816-5_2"},{"key":"8_CR21","doi-asserted-by":"crossref","unstructured":"Gutjahr WJ (2004). S-ACO: An ant-based approach to combinatorial optimisation under uncertainty. In: Dorigo, Birattari, Blum, Gambardelle, Mondada, St\u00fctzle (eds). Proceedings of ANTS 2004 (4th international workshop on ant colony optimisation and swarm intelligence. Brussels, Springer, Berlin Heidelberg New York, pp 238\u2013249","DOI":"10.1007\/978-3-540-28646-2_21"},{"key":"8_CR22","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1016\/S0377-2217(02)00787-7","volume":"150","author":"PR Harper","year":"2003","unstructured":"Harper PR, Sayyad MG, De Senna V, Shahani A, Yajnik CS et\u00a0al (2003) A systems modelling approach for the prevention and treatment of diabetic retinopathy. Eur J Oper Res 150:81\u201391","journal-title":"Eur J Oper Res"},{"key":"8_CR23","doi-asserted-by":"crossref","first-page":"495","DOI":"10.1046\/j.1464-5491.2000.00250.x","volume":"17","author":"A Hutchinson","year":"2000","unstructured":"Hutchinson A, McIntosh A, Peters J, O\u2019Keefe C, Khunti K et\u00a0al (2000) Effectiveness of screening and monitoring tests for diabetic retinopathy - systematic review. Diabetics 17:495\u2013506","journal-title":"Diabetics"},{"key":"8_CR24","first-page":"627","volume":"320","author":"M James","year":"2000","unstructured":"James M, Turner DA, Broadbent DM, Vora J, Harding SP (2000) Cost effectiveness analysis of screening for sight threatening diabetic eye disease. Bri Med J 320:627\u20131631","journal-title":"Bri Med J"},{"key":"8_CR25","doi-asserted-by":"crossref","first-page":"164","DOI":"10.7326\/0003-4819-124-1_Part_2-199601011-00017","volume":"124","author":"JC Javitt","year":"1996","unstructured":"Javitt JC and Aiello LP (1996) Cost-effectiveness of detecting and treating diabetic retinopathy. Annals of Internal Medicine 124:164\u2013169","journal-title":"Annals of Internal Medicine"},{"key":"8_CR26","doi-asserted-by":"crossref","first-page":"1501","DOI":"10.1016\/S0161-6420(89)32699-6","volume":"96","author":"R Klein","year":"1989","unstructured":"Klein R, Moss SE, Klein BEK, Davies MD, De Mets LD (1989) The wisconsin epidemiologic study of diabetic retinopathy XI. The incidence of macular edema. Ophthalmology 96: 1501\u20131510","journal-title":"Ophthalmology"},{"key":"8_CR27","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1111\/j.1442-9071.1989.tb00555.x","volume":"17","author":"RT Lienert","year":"1989","unstructured":"Lienert RT (1989) Inter-observer comparisons of ophthalmoscopic assessment of diabetic retinopathy. Aust NZ J Opththalmol 17:363\u2013368","journal-title":"Aust NZ J Opththalmol"},{"key":"8_CR28","doi-asserted-by":"crossref","first-page":"727","DOI":"10.1046\/j.1464-5491.2003.01019.x","volume":"20","author":"WJ Liu","year":"2003","unstructured":"Liu WJ, Lee LT, Yen MF, Tung TH, Williams R et\u00a0al (2003). Assessing progression and efficacy of treatment for diabetic retinopathy following the proliferative pathway to blindness: implication for diabetic retinopathy screening in Taiwan. Diabet Med 20:727\u2013733","journal-title":"Diabet Med"},{"key":"8_CR29","first-page":"160","volume":"2","author":"D Maberley","year":"2003","unstructured":"Maberley D, Walker H, Koushik A, Cruess A (2003) Screening for diabetic retinopathy in James Bay, Ontario: a cost-effectiveness analysis. Can Med Assoc J 2:160\u2013164","journal-title":"Can Med Assoc J"},{"key":"8_CR30","unstructured":"NHS Centre for Reviews and Dissemination (NHS CRD) (1999) Complications of diabetes: screening for retinopathy. Management of foot ulcers. Effective Health Care Bulletin No. 5. University of York, UK"},{"key":"8_CR31","unstructured":"NHS NSC Diabetic Retinopathy Screening (2001) Resources for a national diabetic risk-reduction programme, www.diabetic-retinopathy.screening.nhs.uk\/costings.html accessed 13 December 2005"},{"key":"8_CR32","unstructured":"Office of Population Censuses and Surveys (1992) Series DH1 No 24, Mortality statistics - general, HMSO, London"},{"key":"8_CR33","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/S0168-8510(02)00143-4","volume":"64","author":"BCP Polak","year":"2003","unstructured":"Polak BCP, Crijns H, Casparie AF, Niessen LW (2003) Cost-effectiveness of glycemic control and ophthalmological care in diabetic retinopathy. Health Policy 64:89\u201397","journal-title":"Health Policy"},{"key":"8_CR34","doi-asserted-by":"crossref","first-page":"889","DOI":"10.2337\/diacare.16.6.889","volume":"16","author":"JA Pugh","year":"1993","unstructured":"Pugh JA, Jacobson JM, Van Heuven WA et\u00a0al (1993) Screening for diabetic retinopathy. The wide angle retinal camera. Diabet Care 16:889\u2013895","journal-title":"Diabet Care"},{"key":"8_CR35","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1057\/palgrave.jors.2601884","volume":"56","author":"MS Rauner","year":"2005","unstructured":"Rauner MS, Brailsford SC, Flessa S (2005a) The use of discrete-event simulation to evaluate strategies for the prevention of mother-to-child transmission of HIV in developing countries. J Oper Res Soc 56:222\u2013233","journal-title":"J Oper Res Soc"},{"key":"8_CR36","unstructured":"Rauner MS, Gutjahr WJ, Brailsford SC and Zeppelzauer W (2005b) Optimal screening policies for diabetic retinopathy using a combined discrete-event simulation and ant colony optimization approach. In: Anderson JG, Katzper M (eds) Proceedings of the 2005 international conference on health sciences simulation, Western simulation multiconference 2005, 23\u201327 January 2005, New Orleans, The Society for Modeling and Simulation International, San Diego pp 147\u2013152"},{"key":"8_CR37","doi-asserted-by":"crossref","first-page":"306","DOI":"10.3109\/02813439209014079","volume":"10","author":"K Reenders","year":"1992","unstructured":"Reenders K, de Noble E, van den Hoogen H, van Weel C (1992) Screening for diabetic retinopathy by general practitioners. Scand J Prim Health Care 10:306\u2013309","journal-title":"Scand J Prim Health Care"},{"key":"8_CR38","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0168-8227(87)80026-8","volume":"4","author":"A Samanta","year":"1987","unstructured":"Samanta A, Burden ACm, Fent B (1987) Comparative prevalence of NIDDM in Asian and white Caucasian adults. Diabet Res Clin Pract 4:1\u20136","journal-title":"Diabet Res Clin Pract"},{"key":"8_CR39","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1017\/S0266462300008461","volume":"2","author":"GW Torrance","year":"1989","unstructured":"Torrance GW, Feeny D (1989) Utilities and quality adjusted life years. Int J Technol Assess Health Care 2:559\u2013575","journal-title":"Int J Technol Assess Health Care"},{"key":"8_CR40","doi-asserted-by":"crossref","first-page":"889","DOI":"10.1001\/jama.283.7.889","volume":"283","author":"S Vijan","year":"2000","unstructured":"Vijan S, Hofer TP, Hayward RA (2000) Cost-utility analysis of screening intervals for diabetic retinopathy in patients with type 2 diabetes mellitus. J Am Med Assoc 283:889\u201396","journal-title":"J Am Med Assoc"}],"container-title":["Computational Management Science"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10287-006-0008-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10287-006-0008-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10287-006-0008-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T12:12:45Z","timestamp":1559131965000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10287-006-0008-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,8,15]]},"references-count":40,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2006,11,10]]}},"alternative-id":["8"],"URL":"https:\/\/doi.org\/10.1007\/s10287-006-0008-x","relation":{},"ISSN":["1619-697X","1619-6988"],"issn-type":[{"value":"1619-697X","type":"print"},{"value":"1619-6988","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,8,15]]}}}