메뉴 건너뛰기




Volumn 11, Issue 6, 2005, Pages 601-616

Empirical modeling for glucose control in critical care and diabetes

Author keywords

Critical Care; Diabetes; Identification; Laguerre Basis; Model Predictive Control; Volterra Series

Indexed keywords

ALGORITHMS; CONTROL SYSTEMS; DISEASES; INPUT OUTPUT PROGRAMS; INSULIN; MATHEMATICAL MODELS; PATIENT TREATMENT; PHYSIOLOGICAL MODELS;

EID: 33749651969     PISSN: 09473580     EISSN: None     Source Type: Journal    
DOI: 10.3166/ejc.11.601-618     Document Type: Article
Times cited : (13)

References (65)
  • 1
    • 0035156628 scopus 로고    scopus 로고
    • The subcutaneous route: Closed-loop and partially closed-loop strategies in insulin dependent diabetes mellitus
    • Bellazzi R, Nucci G, Cobelli C. The subcutaneous route: Closed-loop and partially closed-loop strategies in insulin dependent diabetes mellitus. IEEE Eng Med Biol 2001; 20: 54-64
    • (2001) IEEE Eng Med Biol , vol.20 , pp. 54-64
    • Bellazzi, R.1    Nucci, G.2    Cobelli, C.3
  • 2
    • 0242357278 scopus 로고    scopus 로고
    • First human experiments with a novel non-invasive, non-optical continuous glucose monitoring system
    • Caduff A, Hirt E, Feldman Y. Ali Z, Heinemann L. First human experiments with a novel non-invasive, non-optical continuous glucose monitoring system. Biosens Bioelectron 2003; 19: 209-217
    • (2003) Biosens Bioelectron , vol.19 , pp. 209-217
    • Caduff, A.1    Hirt, E.2    Feldman, Y.3    Ali, Z.4    Heinemann, L.5
  • 3
    • 0028332617 scopus 로고
    • An adaptive plasma glucose controller based on a nonlinear insulin/glucose model
    • Candas B. Radziuk J. An adaptive plasma glucose controller based on a nonlinear insulin/glucose model. IEEE Trans Biomed Eng 1994; 41: 116-124
    • (1994) IEEE Trans Biomed Eng , vol.41 , pp. 116-124
    • Candas, B.1    Radziuk, J.2
  • 4
    • 0036105105 scopus 로고    scopus 로고
    • Making 'sense' of diabetes: Using a continuous glucose sensor in clinical practice
    • Cheyne E, Kerr D. Making 'sense' of diabetes: Using a continuous glucose sensor in clinical practice. Diabetes Metab Res Rev 2002; 18(1): S43-S48
    • (2002) Diabetes Metab Res Rev , vol.18 , Issue.1
    • Cheyne, E.1    Kerr, D.2
  • 5
    • 0000545726 scopus 로고
    • New disposable electronic micropump for parenteral drug delivery
    • Gurny R, Junginger HE, Peppas NA (eds). Wissenschaftliche, Stuttgart
    • Cohen A. New disposable electronic micropump for parenteral drug delivery. In: Gurny R, Junginger HE, Peppas NA (eds). Pulsatile drug delivery: current applications and future trends. Wissenschaftliche, Stuttgart, 1993, pp 151-161
    • (1993) Pulsatile Drug Delivery: Current Applications and Future Trends , pp. 151-161
    • Cohen, A.1
  • 6
    • 0027370108 scopus 로고
    • The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus
    • DCCT - The Diabetes Control and Complications Trial Research Group. The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med 1993; 329: 977-986
    • (1993) N Engl J Med , vol.329 , pp. 977-986
  • 7
    • 0029785455 scopus 로고    scopus 로고
    • The absence of a glycemic threshold for the development of long-term complications: The perspective of the diabetes control and complications trial
    • DCCT - The Diabetes Control and Complications Trial Research Group. The absence of a glycemic threshold for the development of long-term complications: The perspective of the diabetes control and complications trial. Diabetes 1996; 45: 1289-1298
    • (1996) Diabetes , vol.45 , pp. 1289-1298
  • 8
    • 0141963113 scopus 로고    scopus 로고
    • Accuracy of home blood glucose monitors using forearm blood samples: Freestyle versus one touch ultra
    • Demers J, Kane MP, Bakst G, Busch RS, Hamilton RA. Accuracy of home blood glucose monitors using forearm blood samples: Freestyle versus one touch ultra. Am J Health-Syst Pharm 2003; 60: 1130-1135
    • (2003) Am J Health-Syst Pharm , vol.60 , pp. 1130-1135
    • Demers, J.1    Kane, M.P.2    Bakst, G.3    Busch, R.S.4    Hamilton, R.A.5
  • 9
    • 0029310041 scopus 로고
    • Nonlinear model-based control using second-order Volterra models
    • Doyle FJ III, Ogunnaike BA, Pearson RK. Nonlinear model-based control using second-order Volterra models. Automatica 1995; 31: 697-714
    • (1995) Automatica , vol.31 , pp. 697-714
    • Doyle III, F.J.1    Ogunnaike, B.A.2    Pearson, R.K.3
  • 10
    • 0002622543 scopus 로고
    • Nonlinear adaptive generalized predictive control and applications
    • Clarke D, (ed). Oxford University Press, Oxford
    • Dumont GA, Fu Y, and Lu G. Nonlinear adaptive generalized predictive control and applications. In: Clarke D, (ed). Advances in model-based predictive control. Oxford University Press, Oxford, 1994, pp 498-515
    • (1994) Advances in Model-based Predictive Control , pp. 498-515
    • Dumont, G.A.1    Fu, Y.2    Lu, G.3
  • 11
    • 0142088505 scopus 로고    scopus 로고
    • Glucose control and mortality in critically ill patients
    • Finnley SJ, Zekvaeld C, Elia A, Evans TW. Glucose control and mortality in critically ill patients. JAMA 2003; 290: 2041-2047
    • (2003) JAMA , vol.290 , pp. 2041-2047
    • Finnley, S.J.1    Zekvaeld, C.2    Elia, A.3    Evans, T.W.4
  • 13
    • 0025980709 scopus 로고
    • A semiclosed-loop algorithm for the control of blood glucose levels in diabetics
    • Fisher ME. A semiclosed-loop algorithm for the control of blood glucose levels in diabetics. IEEE Trans Biomed Eng 1991; 38: 57-61
    • (1991) IEEE Trans Biomed Eng , vol.38 , pp. 57-61
    • Fisher, M.E.1
  • 14
    • 85180905736 scopus 로고    scopus 로고
    • A nonlinear data-driven approach to type i diabetic patient modeling
    • Barcelona, Spain, paper #2390
    • Florian JA Jr, and Parker RS. A nonlinear data-driven approach to type I diabetic patient modeling. In: 15th IFAC world congress on automatic control, Barcelona, Spain, 2002 paper #2390
    • (2002) 15th IFAC World Congress on Automatic Control
    • Florian Jr., J.A.1    Parker, R.S.2
  • 15
    • 0027611120 scopus 로고
    • An optimum time scale for discrete Laguerre network
    • Fu Y, and Dumont GA. An optimum time scale for discrete Laguerre network. IEEE Trans Aut Control 1993; 38: 934-938
    • (1993) IEEE Trans Aut Control , vol.38 , pp. 934-938
    • Fu, Y.1    Dumont, G.A.2
  • 17
    • 0024668467 scopus 로고
    • Model predictive control: Theory and practice - A survey
    • Garcia CE, Prett DM, Morari M. Model predictive control: Theory and practice - A survey. Automatica 1989; 25(3): 335-348
    • (1989) Automatica , vol.25 , Issue.3 , pp. 335-348
    • Garcia, C.E.1    Prett, D.M.2    Morari, M.3
  • 18
    • 14644403711 scopus 로고    scopus 로고
    • Glucose control design using nonlinearity assessment techniques
    • Hernjak N. Doyle FJ III. Glucose control design using nonlinearity assessment techniques. AIChE J 2005; 51: 544-554
    • (2005) AIChE J , vol.51 , pp. 544-554
    • Hernjak, N.1    Doyle III, F.J.2
  • 19
    • 85180818489 scopus 로고    scopus 로고
    • Control -relevant nonlinearity analysis of a diabetic patient model
    • San Francisco, CA
    • Hernjak N, Doyle FJ III. Control -relevant nonlinearity analysis of a diabetic patient model. In: AIChE annual meeting, San Francisco, CA, 2003, p 441a
    • (2003) AIChE Annual Meeting , pp. 441
    • Hernjak, N.1    Doyle III, F.J.2
  • 20
    • 0031932903 scopus 로고    scopus 로고
    • Advances toward the implantable artificial pancreas for treatment of diabetes
    • Jaremko J, Rorstad O. Advances toward the implantable artificial pancreas for treatment of diabetes. Diabetes Care 1998; 21: 444-450
    • (1998) Diabetes Care , vol.21 , pp. 444-450
    • Jaremko, J.1    Rorstad, O.2
  • 21
    • 0034954261 scopus 로고    scopus 로고
    • Implantable glucose sensors: Present status and future developments
    • Kerner W. Implantable glucose sensors: Present status and future developments. Exp Clin Endocrinol Diabetes 2001; 109(Suppl. 2): S341-S346
    • (2001) Exp Clin Endocrinol Diabetes , vol.109 , Issue.2 SUPPL.
    • Kerner, W.1
  • 22
    • 0028438863 scopus 로고
    • Long-range predictive control with a terminal matching condition
    • Kwok K, Shah SL. Long-range predictive control with a terminal matching condition. Chem Eng Sci 1994; 49: 1287-1300
    • (1994) Chem Eng Sci , vol.49 , pp. 1287-1300
    • Kwok, K.1    Shah, S.L.2
  • 23
    • 0026521199 scopus 로고
    • A physiological model of glucose-insulin interaction in type 1 diabetes mellitus
    • Lehmann ED, Deutsch T. A physiological model of glucose-insulin interaction in type 1 diabetes mellitus. J Biomed Eng 1992; 14: 235-242
    • (1992) J Biomed Eng , vol.14 , pp. 235-242
    • Lehmann, E.D.1    Deutsch, T.2
  • 24
    • 0005015348 scopus 로고
    • Generalised predictive control (GPC) in clinical anaesthesia
    • Clarke D, (ed). Oxford University Press, Oxford
    • Linkens DA, Mahfouf M. Generalised predictive control (GPC) in clinical anaesthesia. In: Clarke D, (ed). Advances in model-based predictive control, Oxford University Press, Oxford, 1994, pp 429-445
    • (1994) Advances in Model-based Predictive Control , pp. 429-445
    • Linkens, D.A.1    Mahfouf, M.2
  • 25
    • 2442589699 scopus 로고    scopus 로고
    • On-line outlier detection and data cleaning
    • Liu H, Shah S, Jiang W. On-line outlier detection and data cleaning. Comp Chem Eng 2004; 28: 1635-1647
    • (2004) Comp Chem Eng , vol.28 , pp. 1635-1647
    • Liu, H.1    Shah, S.2    Jiang, W.3
  • 26
    • 0036055927 scopus 로고    scopus 로고
    • Model predictive control of blood glucose in type i diabetics using subcutaneous glucose measurements
    • Anchorage, AK
    • Lynch SM, Bequette BW. Model predictive control of blood glucose in type I diabetics using subcutaneous glucose measurements. In: Proceedings of the American Control Conference, vol 5. Anchorage, AK, 2002, pp 4039-4043
    • (2002) Proceedings of the American Control Conference , vol.5 , pp. 4039-4043
    • Lynch, S.M.1    Bequette, B.W.2
  • 27
    • 0033602795 scopus 로고    scopus 로고
    • Glycometabolic state at admission: Important risk marker of mortality in conventionally treated patients with diabetes mellitus and acute myocardial infarction: Long-term results from the Diabetes and Insulin-Glucose Infusion in Acute Myocardial Infarction (DIGAMI) study
    • Malmberg K, Norhammer A, Wedel H, Ryden L. Glycometabolic state at admission: Important risk marker of mortality in conventionally treated patients with diabetes mellitus and acute myocardial infarction: Long-term results from the Diabetes and Insulin-Glucose Infusion in Acute Myocardial Infarction (DIGAMI) study. Circulation 1999; 99: 2626-2632
    • (1999) Circulation , vol.99 , pp. 2626-2632
    • Malmberg, K.1    Norhammer, A.2    Wedel, H.3    Ryden, L.4
  • 29
    • 0033876326 scopus 로고    scopus 로고
    • Constrained model predictive control: Stability and optimality
    • Mayne DQ, Rawlings JB, Rao CV, Scokaert POM. Constrained model predictive control: Stability and optimality. Automatica 2000; 36: 789-814
    • (2000) Automatica , vol.36 , pp. 789-814
    • Mayne, D.Q.1    Rawlings, J.B.2    Rao, C.V.3    Scokaert, P.O.M.4
  • 31
    • 0028484420 scopus 로고
    • Random and pseudorandom inputs for Volterra filter identification
    • Nowak RD, Van Veen BD. Random and pseudorandom inputs for Volterra filter identification. IEEE Trans Signal Process, 1994; 42(8): 2124-2135
    • (1994) IEEE Trans Signal Process , vol.42 , Issue.8 , pp. 2124-2135
    • Nowak, R.D.1    Van Veen, B.D.2
  • 33
    • 0024883144 scopus 로고
    • Application of optimal control theory to diabetes mellitus
    • Ollerton RL. Application of optimal control theory to diabetes mellitus. Int J Control 1989; 50: 2503-2522
    • (1989) Int J Control , vol.50 , pp. 2503-2522
    • Ollerton, R.L.1
  • 34
    • 85180823000 scopus 로고    scopus 로고
    • Explicit model based control of blood glucose in type i diabetic patients via parametric programming
    • San Francisco, CA
    • Panjwani P, Sakizlis V, Dua V, Doyle F III. Explicit model based control of blood glucose in type I diabetic patients via parametric programming. In: AIChE Annual Meeting, San Francisco, CA, 2003, p 262e
    • (2003) AIChE Annual Meeting
    • Panjwani, P.1    Sakizlis, V.2    Dua, V.3    Doyle III, F.4
  • 36
    • 0035844743 scopus 로고    scopus 로고
    • Control-relevant modeling in drug delivery
    • Parker RS, Doyle FJ III. Control-relevant modeling in drug delivery. Adv. Drug Deliv Rev 2001; 48: 211-228
    • (2001) Adv. Drug Deliv Rev , vol.48 , pp. 211-228
    • Parker, R.S.1    Doyle III, F.J.2
  • 37
    • 0035906111 scopus 로고    scopus 로고
    • Optimal control of a continuous bioreactor using an empirical non-linear model
    • Parker RS, Doyle FJ III. Optimal control of a continuous bioreactor using an empirical non-linear model. Ind Eng Chem Res 2001; 40: 1939-1951
    • (2001) Ind Eng Chem Res , vol.40 , pp. 1939-1951
    • Parker, R.S.1    Doyle III, F.J.2
  • 40
    • 0032962321 scopus 로고    scopus 로고
    • A model-based algorithm for blood glucose control in type i diabetic patients
    • Parker RS, Doyle FJ III, Peppas NA. A model-based algorithm for blood glucose control in type I diabetic patients. IEEE Trans Biomed Eng 1999; 46(2): 148-157
    • (1999) IEEE Trans Biomed Eng , vol.46 , Issue.2 , pp. 148-157
    • Parker, R.S.1    Doyle III, F.J.2    Peppas, N.A.3
  • 43
    • 0035310962 scopus 로고    scopus 로고
    • The identification of nonlinear models for process control using tailored "plant-friendly" input sequences
    • Parker RS, Heemstra D, Doyle FJ III, Pearson RK, Ogunnaike BA. The identification of nonlinear models for process control using tailored "plant-friendly" input sequences. J Proc Control 2001; 11 (Sp. Issue SI): 237-250
    • (2001) J Proc Control , vol.11 , Issue.SP. ISSUE SI , pp. 237-250
    • Parker, R.S.1    Heemstra, D.2    Doyle III, F.J.3    Pearson, R.K.4    Ogunnaike, B.A.5
  • 47
    • 0003432157 scopus 로고
    • PhD thesis, Department of Chemical Engineering, University of Wisconsin-Madison
    • Puckett WR. Dynamic modeling of diabetes mellitus. PhD thesis, Department of Chemical Engineering, University of Wisconsin-Madison, 1992
    • (1992) Dynamic Modeling of Diabetes Mellitus
    • Puckett, W.R.1
  • 49
    • 0033621721 scopus 로고    scopus 로고
    • Simultaneous regulation of hemodynamic and anesthetic states: A simulation study
    • Rao R, Bequette BW, and Roy RJ. Simultaneous regulation of hemodynamic and anesthetic states: A simulation study. Ann Biomed Eng 2000; 28: 71-84
    • (2000) Ann Biomed Eng , vol.28 , pp. 71-84
    • Rao, R.1    Bequette, B.W.2    Roy, R.J.3
  • 50
    • 85030597189 scopus 로고    scopus 로고
    • Glucose control in type I diabetic patients: A Volterra model-based approach
    • Hong Kong, PRC
    • Rubb JD, Parker RS. Glucose control in type I diabetic patients: A Volterra model-based approach. In: Proceedings of paper #375 ADCHEM 2003, Hong Kong, PRC 2003
    • (2003) Proceedings of Paper #375 ADCHEM 2003
    • Rubb, J.D.1    Parker, R.S.2
  • 52
    • 0021171281 scopus 로고
    • Estimation of individually adapted control parameters for an artificial beta cell
    • Salzsieder E, Albrecht G, Jutzi E, Fischer U. Estimation of individually adapted control parameters for an artificial beta cell. Biomed Biochim Acta 1984; 43: 585-596
    • (1984) Biomed Biochim Acta , vol.43 , pp. 585-596
    • Salzsieder, E.1    Albrecht, G.2    Jutzi, E.3    Fischer, U.4
  • 56
    • 0347624612 scopus 로고    scopus 로고
    • Modeling β-cell insulin secretion -Implications for closed-loop glucose homeostasis
    • Steil GM, Rebrin K, Janowski R, Darwin C, and Saad MF. Modeling β-cell insulin secretion -Implications for closed-loop glucose homeostasis. Diab Technol Ther 2003; 5: 953-964
    • (2003) Diab Technol Ther , vol.5 , pp. 953-964
    • Steil, G.M.1    Rebrin, K.2    Janowski, R.3    Darwin, C.4    Saad, M.F.5
  • 57
    • 0037278431 scopus 로고    scopus 로고
    • Determination of plasma glucose during rapid glucose excursions with a subcutaneous glucose sensor
    • Steil GM, Rebrin K, Mastrototaro J, Bernaba B, Saad M. Determination of plasma glucose during rapid glucose excursions with a subcutaneous glucose sensor. Diabetes Technol Ther 2003; 5: 27-31
    • (2003) Diabetes Technol Ther , vol.5 , pp. 27-31
    • Steil, G.M.1    Rebrin, K.2    Mastrototaro, J.3    Bernaba, B.4    Saad, M.5
  • 59
    • 0035829852 scopus 로고    scopus 로고
    • Intensive insulin therapy in critically ill patients
    • Van den Berghe G, Wouters P, Weekers F. Intensive insulin therapy in critically ill patients. N Engl J Med, 2001; 345: 1359-1367
    • (2001) N Engl J Med , vol.345 , pp. 1359-1367
    • Van Den Berghe, G.1    Wouters, P.2    Weekers, F.3
  • 60
    • 0029329155 scopus 로고
    • Open loop control of multiple drug effects in anesthesia
    • Wada DR and Ward DS. Open loop control of multiple drug effects in anesthesia. IEEE Trans Biomed Eng 1995; 42: 666-677
    • (1995) IEEE Trans Biomed Eng , vol.42 , pp. 666-677
    • Wada, D.R.1    Ward, D.S.2
  • 61
    • 0018742811 scopus 로고
    • Glucose metabolism in man: Responses to intravenous glucose infusion
    • Wolfe RR, Allsop JR, and Burke JF. Glucose metabolism in man: Responses to intravenous glucose infusion. Metabolism 1979; 28: 210-220
    • (1979) Metabolism , vol.28 , pp. 210-220
    • Wolfe, R.R.1    Allsop, J.R.2    Burke, J.F.3
  • 62
    • 0023235333 scopus 로고
    • Effect of severe burn injury on substrate cycling by glucose and fatty acids
    • Wolfe RR, Herndon DN, Jahoor F, Miyoshi H, Wolfe M. Effect of severe burn injury on substrate cycling by glucose and fatty acids. N Engl J Med 1987; 317:403-408
    • (1987) N Engl J Med , vol.317 , pp. 403-408
    • Wolfe, R.R.1    Herndon, D.N.2    Jahoor, F.3    Miyoshi, H.4    Wolfe, M.5
  • 63
    • 0026900812 scopus 로고
    • Multiple-model adaptive predictive control of mean arterial blood pressure
    • Yu CL, Roy RJ, Kaufman H, Bequette BW. Multiple-model adaptive predictive control of mean arterial blood pressure. IEEE Trans Biomed Eng 1992; 39: 765-778
    • (1992) IEEE Trans Biomed Eng , vol.39 , pp. 765-778
    • Yu, C.L.1    Roy, R.J.2    Kaufman, H.3    Bequette, B.W.4
  • 64
    • 0027833768 scopus 로고
    • Output constraint softening for SISO model predictive control
    • San Francisco, CA
    • Zafiriou E and Chiou H-W. Output constraint softening for SISO model predictive control. In Proceedings of the American Control Conference, San Francisco, CA, 1993; pp 372-376
    • (1993) Proceedings of the American Control Conference , pp. 372-376
    • Zafiriou, E.1    Chiou, H.-W.2
  • 65
    • 0029202792 scopus 로고
    • Nonlinear system identification for control using Volterra-Laguerre expansion
    • Seattle, WA
    • Zheng Q and Zafiriou E. Nonlinear system identification for control using Volterra-Laguerre expansion. In: Proceedings of the American Control Conference, Seattle, WA, 1995, pp 2195-2199
    • (1995) Proceedings of the American Control Conference , pp. 2195-2199
    • Zheng, Q.1    Zafiriou, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.