메뉴 건너뛰기




Volumn 46, Issue 2, 1999, Pages 148-157

A model-based algorithm for blood glucose control in type I diabetic patients

Author keywords

Compartmental modeling; Diabetes; Glucose; Infusion pumps; Insulin; Kalman filter; Model identification; Model predictive control; State estimation

Indexed keywords

GLUCOSE; INSULIN;

EID: 0032962321     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/10.740877     Document Type: Article
Times cited : (446)

References (36)
  • 1
    • 0025182886 scopus 로고    scopus 로고
    • "Devices for insulin administration,"
    • vol. 13, pp. 955-979, 1990.
    • J.-L. Selam and M. A. Charles, "Devices for insulin administration," Diabetes Care, vol. 13, pp. 955-979, 1990.
    • Diabetes Care
    • Selam, J.-L.1    Charles, M.A.2
  • 2
    • 0025867158 scopus 로고    scopus 로고
    • "Recent developments in insulin delivery techniques, current status, and future potential,"
    • vol. 42, pp. 213-227, 1991.
    • F. P. Kennedy, "Recent developments in insulin delivery techniques, current status, and future potential," Drugs, vol. 42, pp. 213-227, 1991.
    • Drugs
    • Kennedy, F.P.1
  • 4
    • 0026593127 scopus 로고    scopus 로고
    • "Randomized comparison of metabolic control achieved by intraperitoneal insulin infusion with implantable pumps versus intensive subcutaneous insulin therapy in type I diabetic patients,"
    • vol. 15, pp. 53-58, 1992.
    • J.-L. Selam, D. Raccah, N. Jean-Didier, J. L. Lozano, K. Waxman, and M. A. Charles, "Randomized comparison of metabolic control achieved by intraperitoneal insulin infusion with implantable pumps versus intensive subcutaneous insulin therapy in type I diabetic patients," Diabetes Care, vol. 15, pp. 53-58, 1992.
    • Diabetes Care
    • Selam, J.-L.1    Raccah, D.2    Jean-Didier, N.3    Lozano, J.L.4    Waxman, K.5    Charles, M.A.6
  • 5
    • 0024539709 scopus 로고    scopus 로고
    • "Insulin delivery by implanted pump, a chronic treatment for diabetes,"
    • vol. 35, pp. 5-7, 1989.
    • H. Buchwald, T. D. Rohde, and K. Kernstine, "Insulin delivery by implanted pump, a chronic treatment for diabetes," ASAIO Trans., vol. 35, pp. 5-7, 1989.
    • ASAIO Trans.
    • Buchwald, H.1    Rohde, T.D.2    Kernstine, K.3
  • 7
    • 0029294501 scopus 로고    scopus 로고
    • "Development of a ferrocene-mediated needle-type glucose sensor covered with newly designed biocompatible membrane, 2-methacryloyloxyethylphosphorylcholine-co-n-butyl methacrylate,"
    • vol. 21, pp. 91-103, 1995.
    • K. Nishida, M. Sakakida, K. Ichinose, T. Uemura, M. Uehara, K. Kajiwara, T. Miyata, M. Shichiri, K. Ishihara, and N. Nakabayashi, "Development of a ferrocene-mediated needle-type glucose sensor covered with newly designed biocompatible membrane, 2-methacryloyloxyethylphosphorylcholine-co-n-butyl methacrylate," Med. Prog, through Technol., vol. 21, pp. 91-103, 1995.
    • Med. Prog, through Technol.
    • Nishida, K.1    Sakakida, M.2    Ichinose, K.3    Uemura, T.4    Uehara, M.5    Kajiwara, K.6    Miyata, T.7    Shichiri, M.8    Ishihara, K.9    Nakabayashi, N.10
  • 8
    • 0026761167 scopus 로고    scopus 로고
    • "On line continuous monitoring of subcutaneous tissue glucose in men by combining portable glucosensor with microdialysis,"
    • vol. 35, pp. 1087-1092, 1992.
    • C. Meyerhoff, F. Bischof, F. Sternberg, H. Zier, and E. F. Pfeiffer, "On line continuous monitoring of subcutaneous tissue glucose in men by combining portable glucosensor with microdialysis," Diabetotogia, vol. 35, pp. 1087-1092, 1992.
    • Diabetotogia
    • Meyerhoff, C.1    Bischof, F.2    Sternberg, F.3    Zier, H.4    Pfeiffer, E.F.5
  • 9
    • 0020783356 scopus 로고    scopus 로고
    • "Validation of mathematical models of complex endocrine-metabolic systems. a case study on a model of glucose regulation,"
    • vol. 21, pp. 390-399, 1983.
    • C. Cobelli and A. Mari, "Validation of mathematical models of complex endocrine-metabolic systems. A case study on a model of glucose regulation," Med. Dial. Eng. Comput., vol. 21, pp. 390-399, 1983.
    • Med. Dial. Eng. Comput.
    • Cobelli, C.1    Mari, A.2
  • 10
    • 0025980709 scopus 로고    scopus 로고
    • "A semiclosed-loop algorithm for the control of blood glucose levels in diabetics,"
    • vol. 38, pp. 57-61, 1991.
    • M. E. Fisher, "A semiclosed-loop algorithm for the control of blood glucose levels in diabetics," IEEE Trans. Biomed. Eng., vol. 38, pp. 57-61, 1991.
    • IEEE Trans. Biomed. Eng.
    • Fisher, M.E.1
  • 12
    • 0019728673 scopus 로고    scopus 로고
    • "Comparison of algorithms for the closed-loop control of blood glucose using the artificial beta cell,"
    • 28, pp. 678-687, 1981.
    • H. M. Broekhuyse, J. D. Nelson, B. Zinman, and A. M. Albisser, "Comparison of algorithms for the closed-loop control of blood glucose using the artificial beta cell," IEEE Trans. Biomed. Eng., vol. BME-28, pp. 678-687, 1981.
    • IEEE Trans. Biomed. Eng., Vol. BME
    • Broekhuyse, H.M.1    Nelson, J.D.2    Zinman, B.3    Albisser, A.M.4
  • 14
    • 0029298622 scopus 로고    scopus 로고
    • "Issues in the design of a multirate model-based controller for a nonlinear drug infusion system,"
    • vol. 11, pp. 318-332, 1995.
    • R. Gopinath, B. W. Bequette, R. J. Roy, H. Kaufman, and C. Yu, "Issues in the design of a multirate model-based controller for a nonlinear drug infusion system," Biotechnot. Prog., vol. 11, pp. 318-332, 1995.
    • Biotechnot. Prog.
    • Gopinath, R.1    Bequette, B.W.2    Roy, R.J.3    Kaufman, H.4    Yu, C.5
  • 16
    • 0029329155 scopus 로고    scopus 로고
    • "Open loop control of multiple drug effects in anesthesia,"
    • vol. 42, pp. 666-677, 1995.
    • D. R. Wada and D. S. Ward, "Open loop control of multiple drug effects in anesthesia," IEEE Trans. Biomed. Eng., vol. 42, pp. 666-677, 1995.
    • IEEE Trans. Biomed. Eng.
    • Wada, D.R.1    Ward, D.S.2
  • 17
    • 0019810028 scopus 로고    scopus 로고
    • "Physiologic evaluation of factors controlling glucose tolerance in man,"
    • vol. 68, pp. 1456-1467, 1981.
    • R. N. Bergman, L. S. Phillips, and C. Cobelli, "Physiologic evaluation of factors controlling glucose tolerance in man," J. Clin. Invest., vol. 68, pp. 1456-1467, 1981.
    • J. Clin. Invest.
    • Bergman, R.N.1    Phillips, L.S.2    Cobelli, C.3
  • 18
    • 0021704147 scopus 로고    scopus 로고
    • "A mathematical insulin-secretion model and its validation in isolated rat pancreatic islets perfusion,"
    • vol. 17, pp. 570-579, 1984.
    • M. Nomura, M. Shichiri, R. Kawamori, Y. Yamasaki, N. Iwama, and H. Abe, "A mathematical insulin-secretion model and its validation in isolated rat pancreatic islets perfusion," Comput., Biomed. Res., vol. 17, pp. 570-579, 1984.
    • Comput., Biomed. Res.
    • Nomura, M.1    Shichiri, M.2    Kawamori, R.3    Yamasaki, Y.4    Iwama, N.5    Abe, H.6
  • 20
    • 0001261498 scopus 로고    scopus 로고
    • "Coefficients of normal blood glucose regulation,"
    • vol. 16, pp. 783-788, 1961.
    • V. W. Bolie, "Coefficients of normal blood glucose regulation," J. Appl. Physiol., vol. 16, pp. 783-788, 1961.
    • J. Appl. Physiol.
    • Bolie, V.W.1
  • 22
    • 0018165319 scopus 로고    scopus 로고
    • "A model of glucose-insulin homeostasis in man that incorporates the heterogeneous fast pool theory of pancreatic insulin release,"
    • vol. 27, pp. 1027-1042, 1978.
    • J. R. Guyton, R. O. Foster, J. S. Soeldner, M. H. Tan, C. B. Kahn, L. Koncz, and R. E. Gleason, "A model of glucose-insulin homeostasis in man that incorporates the heterogeneous fast pool theory of pancreatic insulin release," Diabetes, vol. 27, pp. 1027-1042, 1978.
    • Diabetes
    • Guyton, J.R.1    Foster, R.O.2    Soeldner, J.S.3    Tan, M.H.4    Kahn, C.B.5    Koncz, L.6    Gleason, R.E.7
  • 24
    • 0026521199 scopus 로고    scopus 로고
    • "A physiological model of glucose-insulin interaction in type I diabetes mellitus,"
    • vol. 14, pp. 235-242, 1992.
    • E. D. Lehmann and T. Deutsch, "A physiological model of glucose-insulin interaction in type I diabetes mellitus," J. Biomed. Eng., vol. 14, pp. 235-242, 1992.
    • J. Biomed. Eng.
    • Lehmann, E.D.1    Deutsch, T.2
  • 25
    • 84943460003 scopus 로고    scopus 로고
    • "Measurement of the Wiener kernels of a nonlinear system by cross-correlation,"
    • vol. 2, pp. 237-254, 1965.
    • Y. W. Lee and M. Schetzen, "Measurement of the Wiener kernels of a nonlinear system by cross-correlation," Int. J. Contr., vol. 2, pp. 237-254, 1965.
    • Int. J. Contr.
    • Lee, Y.W.1    Schetzen, M.2
  • 28
    • 0027611120 scopus 로고    scopus 로고
    • "An optimum time scale for discrete Laguerre network,"
    • vol. 38, pp. 934-938, 1993.
    • Y. Fu and G. A. Dumont, "An optimum time scale for discrete Laguerre network," IEEE Trans. Automat. Contr., vol. 38, pp. 934-938, 1993.
    • IEEE Trans. Automat. Contr.
    • Fu, Y.1    Dumont, G.A.2
  • 29
    • 0027688143 scopus 로고    scopus 로고
    • "Identification of nonlinear biological systems using Laguerre expansions of kernels,"
    • vol. 21, pp. 573-589, 1993. [30] I.-L. Chien and B. A. Ogunnaike, "Modeling and control of high-purity distillation columns," presented at AIChE Anna. Meet., 1993.
    • V. Z. Marmarelis, "Identification of nonlinear biological systems using Laguerre expansions of kernels," Ann. Biomed. Eng., vol. 21, pp. 573-589, 1993. [30] I.-L. Chien and B. A. Ogunnaike, "Modeling and control of high-purity distillation columns," presented at AIChE Anna. Meet., 1993.
    • Ann. Biomed. Eng.
    • Marmarelis, V.Z.1
  • 31
    • 0026242702 scopus 로고    scopus 로고
    • "Stability of SISO quadratic dynamic matrix control with hard output constraints,"
    • vol. 37, pp. 1550-560, 1991.
    • E. Zafiriou and A. L. Marchai, "Stability of SISO quadratic dynamic matrix control with hard output constraints," AIChE J., vol. 37, pp. 1550-]560, 1991.
    • AIChE J.
    • Zafiriou, E.1    Marchai, A.L.2
  • 33
    • 0025401206 scopus 로고    scopus 로고
    • "Model predictive control with state estimation,"
    • vol. 29, no. 3, pp. 374-382, 1990.
    • N. L. Ricker, "Model predictive control with state estimation," Ind. Eng. Chem. Res., vol. 29, no. 3, pp. 374-382, 1990.
    • Ind. Eng. Chem. Res.
    • Ricker, N.L.1
  • 34
    • 0026844650 scopus 로고    scopus 로고
    • "Nonlinear quadratic dynamic matrix control with state estimation,"
    • vol. 31, pp. 1096-1104, 1992.
    • G. Gattu and E. Zafiriou, "Nonlinear quadratic dynamic matrix control with state estimation," Ind. Eng. Chem. Res., vol. 31, pp. 1096-1104, 1992.
    • Ind. Eng. Chem. Res.
    • Gattu, G.1    Zafiriou, E.2
  • 35
    • 0021621507 scopus 로고    scopus 로고
    • "Quadratic dynamic matrix control of nonlinear processes. An application to a batch reaction process," presented at
    • C. E. Garcia, "Quadratic dynamic matrix control of nonlinear processes. An application to a batch reaction process," presented at AIChE Annu. Meet., 1984.
    • AIChE Annu. Meet., 1984.
    • Garcia, C.E.1
  • 36
    • 0030312942 scopus 로고    scopus 로고
    • "Model predictive control for infusion pump insulin delivery," in
    • 18th Annu. Conf. IEEE-Engineering in Medicine and Biology Society, 1996, no. 265.
    • R. S. Parker, F. J. Doyle III, J. E. Harting, and N. A. Peppas, "Model predictive control for infusion pump insulin delivery," in Proc. 18th Annu. Conf. IEEE-Engineering in Medicine and Biology Society, 1996, no. 265.
    • Proc.
    • Parker, R.S.1    Doyle III, F.J.2    Harting, J.E.3    Peppas, N.A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.