Use of a "fuzzy logic" controller in a closed-loop artificial pancreas

Diabetes Technology and Therapeutics

Volumn 15, Issue 8, 2013, Pages 628-633

  Mauseth, Richard ^a   Hirsch, Irl B ^b   Bollyky, Jennifer ^c   Kircher, Robert ^d   Matheson, Don ^d   Sanda, Srinath ^c   Greenbaum, Carla ^c  

^a UNIVERSITY OF WASHINGTON SCHOOL OF MEDICINE   (United States)

^b UNIVERSITY OF WASHINGTON   (United States)

^c BENAROYA RESEARCH INSTITUTE   (United States)

^d Dose Safety Inc   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CARBOHYDRATE; GLUCOSE; INSULIN;

ADULT; ARTICLE; ARTIFICIAL PANCREAS; BED REST; CLINICAL ARTICLE; FEMALE; FUZZY LOGIC; GLUCOSE BLOOD LEVEL; HUMAN; HYPERGLYCEMIA; HYPOGLYCEMIA; MALE; MEAL; PILOT STUDY; PRIORITY JOURNAL;

ADOLESCENT; ADULT; BED REST; BLOOD GLUCOSE; CIRCADIAN RHYTHM; DIABETES MELLITUS, TYPE 1; FEASIBILITY STUDIES; FEMALE; FUZZY LOGIC; HUMANS; HYPERGLYCEMIA; HYPOGLYCEMIA; INDIVIDUALIZED MEDICINE; MALE; MATERIALS TESTING; PANCREAS, ARTIFICIAL; PILOT PROJECTS; POINT-OF-CARE SYSTEMS; YOUNG ADULT;

EID: 84882286972     PISSN: 15209156     EISSN: 15578593     Source Type: Journal    
DOI: 10.1089/dia.2013.0036     Document Type: Article

References (18)

1. Steil GM, Rebrin K, Darwin C, Hariri F, Saad MF: Feasibility of automating insulin delivery for the treatment of type 1 diabetes. Diabetes 2005;55:3344-3350
2. O'Grady MJ, Retterath AJ, Keenan DB, Kurtz N, Cantwell M, Spital G, Kremliovsky MN, Roy A, Davis EA, Jones TW, Ly TT: The use of an automated, portable glucose control system for overnight glucose control in adolescents and young adults with type 1 diabetes. Diabetes Care 2012;35:2182-2187
3. Elleri D, Bunger DB, Horvorka R: Closed-loop insulin delivery for treatment of type 1 diabetes. BMC Med 2011;9:120
4. Elleri D, Allen JM, NodaleM, WilinskaME,Mangat JS, Larsen AM, Acerini CL, Dunget DB, Hovorka R: Automated overnight closed-loop glucose control in young children with type 1 diabetes. Diabetes Technol Ther 2011;13:419-424
5. Hovorka R, Kumareswaran K, Harris J, Allen JM, Elleri D, Xing D, Kollman C, Nodale M, Murphy HR, Dunger DB, Amiel SA, Heller SR, Wilinska ME, Evans ML: Overnight closed loop insulin delivery (artificial pancreas) in adults with type 1 diabetes: Crossover randomised controlled studies. BMJ 2011;342:d1855
6. Kovatchev B, Cobelli C, Renard E, Anderson S, Breton M, Patek S, Clarke W, Bruttomesso D, Maran A, Costa S, Avogaro A, Dalla Man C, Facchinetti A, Magni L, De Nicolao G, Place J, Farret A: Multinational study of subcutaneous model-predictive closed-loop control in type 1 diabetes mellitus: Summary of the results. J Diabetes Sci Technol 2010;4:1374-1381
7. Marchetti G, Barolo M, Jovanovi-c L, Zisser H, Seborg DE: An improved PID switching control strategy for type 1 diabetes. IEEE Trans Biomed Eng 2008;55:857-865
8. Weinzimer SA, Steil GM, Swan KL, Dziura J, Kurtz N, Tamborlane WV: Fully automated closed-loop insulin delivery versus semiautomated hybrid control in pediatric patients with type 1 diabetes using an artificial pancreas. Diabetes Care 2008;31:934-939
9. Cordingley J, Vlasselaers D, Dormand NC, Wouters PJ, Squire SD, Chassin LJ, Wilinska ME, Morgan CJ, Hovorka R, Van den Berghe G: Intensive insulin therapy: Enhanced model predictive control algorithm versus standard care. Intensive Care Med 2009;35:123-128
10. Magni L, Raimondo DM, Dalla Man C, De Nicolao G, Kovatchev B, Cobelli C: Model predictive control of glucose concentration in type 1 diabetic patients: An in silico trial. Biomed Signal Processing Control 2009;4:338-346
11. Matheson D, Kircher R, Mauseth R: Proposed closed-loop control using fuzzy logic controller and adaptation [abstract A109]. Poster presentation at the Diabetes Technology Society Meeting, Bethesda, MD, November 13-15, 2008
12. Mauseth R,Wang Y, Dassau E, Kircher R, Matheson D, Zisser H, Jovanovic L, Doyle F: Proposed clinical application for tuning fuzzy logic controller of artificial pancreas utilizing a personalization factor. J Diabetes Sci Technol 2010;4:913-922
13. World Medical Association Declaration of Helsinki. Recommendations guiding physicians in biomedical research involving human subjects. JAMA 1997;277:925-926
14. Mamdani EH: Application of fuzzy algorithms for control of simple dynamic plant. Proc IEE 1974;121:1585-1588
15. Kovatchev B, Breton M, Dalla Man C, Cobelli C: In silico model and computer simulation environment approximating the human glucose/insulin utilization. Food and Drug Administration Master File MAF 1521. Rockville, MD: Food and Drug Administration, 2008
16. Swan KL, Dziura JD, Steil GM, Voskanyan GR, Sikes KA, Steffen AT, Martin ML, Tamborlane WV, Weinzimer SA: Effect of age of infusion site and type of rapid-acting analog on pharmacodynamic parameters of insulin boluses in youth with type 1 diabetes receiving insulin pump therapy. Diabetes Care 2009;32:240-244
17. Atlas E, Nimri R, Miller S, Grunberg EA, Phillip M: MDLogic artificial pancreas system: A pilot study in adults with type 1 diabetes. Diabetes Care 2010;33:1072-1076
18. Phillip M, Battelino T, Atlas E, Kordonouri O, Bratina N, Miller S, Biester T, Stefanija MA, Muller I, Nimri R, Danne T: Nocturnal glucose control with an artificial pancreas at a diabetes camp. N Engl J Med 2013;368:824-833