Active insulin infusion using optimal and derivative-weighted control

Medical Engineering & Physics - Tập 24 - Trang 663-672 - 2002
Z.-H. Lam1, K.-S. Hwang1, J.-Y. Lee1, J.G. Chase1, G.C. Wake1
1Department of Mechanical Engineering, University of Canterbury, Private Bag 4800, Christchurch, New Zealand

Tài liệu tham khảo

Diabetes New Zealand Inc. Type II diabetes: managing for better health outcomes. PriceWaterHouseCoopers Report. Thomson S, Prof. Beaven D, Jamieson M, Snively S, Howl A, Christophersen A; 2001. American Diabetes Association, 1998, Economic consequences of Diabetes Mellitus in the US in 1997, Diabetes Care, 21, 296, 10.2337/diacare.21.2.296 Alberti, 1998, Definition, diagnosis and classification of diabetes Mellitus—provisional report of a WHO consultation group, Diabetes Med, 15, 539, 10.1002/(SICI)1096-9136(199807)15:7<539::AID-DIA668>3.0.CO;2-S Van den Berghe, 2001, Intensive insulin therapy in critically ill patients, N Engl J Med, 345, 1359, 10.1056/NEJMoa011300 Garg, 1999, Correlation of finger-stick blood glucose measurements with GlucoWatch® biographer glucose results in young subjects with Type 1 diabetes, Diabetes Care, 22, 1708, 10.2337/diacare.22.10.1708 Worthington, 1990, Use of models in the self-management of insulin-dependent diabetes mellitus, Comput Meth Programs Biomed, 32, 233, 10.1016/0169-2607(90)90105-I Parker, 1996, Model predictive control for infusion pump insulin delivery, 1822 Doyle, 1995, Control and modeling of drug delivery devices for the treatment of diabetes, 776 Ollerton, 1989, Application of optimal control theory to diabetes mellitus, Intl J Control, 50, 2503, 10.1080/00207178908953512 Kienitz, 1993, Robust controller for insulin pumps based on H-infinity theory, IEEE Trans Biomed Eng, 40, 1133, 10.1109/10.245631 Fisher, 1991, A semiclosed-loop algorithm for the control of blood glucose levels in Diabetics, IEEE Trans Biomed Eng, 38, 57, 10.1109/10.68209 Trajonoski, 1995, Evaluation of subcutaneous route for the closed-loop control of insulin delivery: Numerical and experimental studies, 1357 Cobelli, 1999, Physiological simulation model of the glucose-insulin system, 999 Furler, 1985, Blood glucose control by intermittent loop closure in the basal mode: computer simulation studies with a diabetic model, Diabetes Care, 8, 553, 10.2337/diacare.8.6.553 Bergman, 1985, Assessment of insulin sensitivity in vivo, Endocr Rev, 6, 45, 10.1210/edrv-6-1-45 Kraegen, 1984, Insulin responses to carting profiles of subcutaneous insulin infusion: kinematics modelling studies, Diaetologia, 26, 208 Cobelli, 1982, An integrated mathematics model of the dynamics of blood glucose and its hormonal control, Math Biosci, 58, 27, 10.1016/0025-5564(82)90050-5 Lehman, 1996, Computer assisted diabetes care: a 6-year retrospective, Comput Meth Programs Biomed, 50, 209, 10.1016/0169-2607(96)01751-8 Schrezenmeir, 1991, Computer aids in dietetics, Diabetes, Nutr Metab, Suppl. 1, 175 Skyler, 1981, Algorithms for adjustment of insulin dosage, Diabetes Care, 4, 311, 10.2337/diacare.4.2.311 Lehman, 1993, AIDA: a mk. II automated insulin dosage advisor, J Biomed Eng, 15, 201, 10.1016/0141-5425(93)90116-G Boroujerdi, 1987, A simulation approach for planning insulin regimes, 41 Fletcher, 1991, Diet construction using linear programming, Diabetes, Nutr Metab, Suppl. 1, 169 Berger, 1991, A pharmacodynamic approach to optimising insulin therapy, Comput Meth Programs Biomed, 34, 241, 10.1016/0169-2607(91)90107-5 Parker, 1996, Model predictive control for infusion pump insulin delivery, 1822 Ollerton, 1989, Application of optimal control theory to diabetes mellitus, Int J Control, 50, 2503, 10.1080/00207178908953512 Naylor, 1995, Automatic control issues in the development of an artificial pancreas, 771 Kienitz, 1993, Robust controller for insulin pumps based on H-infinity theory, IEEE Trans Biomed Eng, 40, 1133, 10.1109/10.245631