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Volumn 44, Issue 11, 2016, Pages 3158-3172

A Review of Safety and Design Requirements of the Artificial Pancreas

Author keywords

Closed loop system; Diabetes; Medical device development; Risk analysis; Sensors

Indexed keywords

ALGORITHMS; BIOMEDICAL EQUIPMENT; CLOSED LOOP SYSTEMS; DESIGN; ELECTRONIC DATA INTERCHANGE; GLUCOSE; HAZARDS; MEDICAL PROBLEMS; RISK ANALYSIS; RISK ASSESSMENT; SAFETY ENGINEERING; SENSORS; USER INTERFACES;

EID: 84976449580     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-016-1679-2     Document Type: Review
Times cited : (56)

References (79)
  • 2
    • 77956143443 scopus 로고    scopus 로고
    • Insulin patch pumps: their development and future in closed-loop systems
    • PID: 20515308
    • Anhalt, H., and N. J. Bohannon. Insulin patch pumps: their development and future in closed-loop systems. Diabetes Technol. Ther. 12(Suppl 1):S51–S58, 2010.
    • (2010) Diabetes Technol. Ther. , vol.12 , pp. S51-S58
    • Anhalt, H.1    Bohannon, N.J.2
  • 4
    • 84887185415 scopus 로고    scopus 로고
    • A review of artificial pancreas technologies with an emphasis on bi-hormonal therapy
    • COI: 1:CAS:528:DC%2BC3sXhslCrs7%2FE, PID: 23602044
    • Bakhtiani, P. A., L. M. Zhao, J. El Youssef, J. R. Castle, and W. K. Ward. A review of artificial pancreas technologies with an emphasis on bi-hormonal therapy. Diabetes Obes. Metab. 15:1065–1070, 2013.
    • (2013) Diabetes Obes. Metab. , vol.15 , pp. 1065-1070
    • Bakhtiani, P.A.1    Zhao, L.M.2    El Youssef, J.3    Castle, J.R.4    Ward, W.K.5
  • 5
    • 84928050615 scopus 로고    scopus 로고
    • Psychosocial aspects of closed- and open-loop insulin delivery: closing the loop in adults with Type 1 diabetes in the home setting
    • COI: 1:STN:280:DC%2BC2MvosVGjsA%3D%3D, PID: 25615888
    • Barnard, K. D., T. Wysocki, H. Thabit, M. L. Evans, S. Amiel, S. Heller, A. Young, R. Hovorka, and C. Angela. Psychosocial aspects of closed- and open-loop insulin delivery: closing the loop in adults with Type 1 diabetes in the home setting. Diabet. Med. 32:601–608, 2015.
    • (2015) Diabet. Med. , vol.32 , pp. 601-608
    • Barnard, K.D.1    Wysocki, T.2    Thabit, H.3    Evans, M.L.4    Amiel, S.5    Heller, S.6    Young, A.7    Hovorka, R.8    Angela, C.9
  • 7
    • 84869088948 scopus 로고    scopus 로고
    • Challenges and recent progress in the development of a closed-loop artificial pancreas
    • PID: 23175620
    • Bequette, B. W. Challenges and recent progress in the development of a closed-loop artificial pancreas. Annu. Rev. Control 36:255–266, 2012.
    • (2012) Annu. Rev. Control , vol.36 , pp. 255-266
    • Bequette, B.W.1
  • 8
    • 84940937352 scopus 로고    scopus 로고
    • Fault detection and safety in closed-loop artificial pancreas systems
    • PID: 25049365
    • Bequette, B. W. Fault detection and safety in closed-loop artificial pancreas systems. J. Diabetes Sci. Technol. 8:1204–1214, 2014.
    • (2014) J. Diabetes Sci. Technol. , vol.8 , pp. 1204-1214
    • Bequette, B.W.1
  • 10
    • 84964319821 scopus 로고    scopus 로고
    • Performance and safety of an integrated bihormonal artificial pancreas for fully automated glucose control at home
    • COI: 1:CAS:528:DC%2BC28XpsFKisbg%3D, PID: 26996542
    • Blauw, H., A. C. van Bon, R. Koops, J. H. DeVries, and PCDIAB Consortium. Performance and safety of an integrated bihormonal artificial pancreas for fully automated glucose control at home. Diabetes Obes. Metab. 18:671–677, 2016.
    • (2016) Diabetes Obes. Metab. , vol.18 , pp. 671-677
    • Blauw, H.1    van Bon, A.C.2    Koops, R.3    DeVries, J.H.4    PCDIAB Consortium5
  • 13
  • 15
    • 77950062222 scopus 로고    scopus 로고
    • Amperometric glucose sensors: sources of error and potential benefit of redundancy
    • PID: 20167187
    • Castle, J. R., and W. K. Ward. Amperometric glucose sensors: sources of error and potential benefit of redundancy. J. Diabetes Sci. Technol. 4:221–225, 2010.
    • (2010) J. Diabetes Sci. Technol. , vol.4 , pp. 221-225
    • Castle, J.R.1    Ward, W.K.2
  • 16
    • 3042563903 scopus 로고    scopus 로고
    • Evaluation of glucose controllers in virtual environment: methodology and sample application
    • PID: 15531149
    • Chassin, L. J., M. E. Wilinska, and R. Hovorka. Evaluation of glucose controllers in virtual environment: methodology and sample application. Artif. Intell. Med. 32:171–181, 2004.
    • (2004) Artif. Intell. Med. , vol.32 , pp. 171-181
    • Chassin, L.J.1    Wilinska, M.E.2    Hovorka, R.3
  • 18
    • 84865152182 scopus 로고    scopus 로고
    • Clinical requirements for closed-loop control systems
    • PID: 22538159
    • Clarke, W. L., and E. Renard. Clinical requirements for closed-loop control systems. J. Diabetes Sci Technol. 6:444–452, 2012.
    • (2012) J. Diabetes Sci Technol. , vol.6 , pp. 444-452
    • Clarke, W.L.1    Renard, E.2
  • 19
    • 84960422721 scopus 로고    scopus 로고
    • Physical activity and type 1 diabetes: time for a rewire?
    • COI: 1:CAS:528:DC%2BC2MXptlCht7o%3D, PID: 25568144
    • Colberg, S. R., R. Laan, E. Dassau, and D. Kerr. Physical activity and type 1 diabetes: time for a rewire? J. Diabetes Sci. Technol. 9(3):609–618, 2015.
    • (2015) J. Diabetes Sci. Technol. , vol.9 , Issue.3 , pp. 609-618
    • Colberg, S.R.1    Laan, R.2    Dassau, E.3    Kerr, D.4
  • 20
    • 84905901716 scopus 로고    scopus 로고
    • A comparative effectiveness analysis of three continuous glucose monitors: the navigator, G4 platinum, and enlite
    • COI: 1:CAS:528:DC%2BC2cXhslCnsbzM, PID: 24876423
    • Damiano, E. R., K. McKeon, F. H. El-Khatib, H. Zheng, D. M. Nathan, and S. J. Russell. A comparative effectiveness analysis of three continuous glucose monitors: the navigator, G4 platinum, and enlite. J. Diabetes Sci. Technol. 8(4):699–708, 2014.
    • (2014) J. Diabetes Sci. Technol. , vol.8 , Issue.4 , pp. 699-708
    • Damiano, E.R.1    McKeon, K.2    El-Khatib, F.H.3    Zheng, H.4    Nathan, D.M.5    Russell, S.J.6
  • 21
    • 62249085411 scopus 로고    scopus 로고
    • In silico evaluation platform for artificial pancreatic beta-cell development—a dynamic simulator for closed-loop control with hardware-in-the-loop
    • COI: 1:CAS:528:DC%2BD1MXivVGrsr8%3D, PID: 19191486
    • Dassau, E., C. C. Palerm, H. Zisser, B. A. Buckingham, L. Jovanovic, and F. J. Doyle. In silico evaluation platform for artificial pancreatic beta-cell development—a dynamic simulator for closed-loop control with hardware-in-the-loop. Diabetes Technol. Ther. 11:187–194, 2009.
    • (2009) Diabetes Technol. Ther. , vol.11 , pp. 187-194
    • Dassau, E.1    Palerm, C.C.2    Zisser, H.3    Buckingham, B.A.4    Jovanovic, L.5    Doyle, F.J.6
  • 22
    • 84879929245 scopus 로고    scopus 로고
    • The effect of midday moderate-intensity exercise on postexercise hypoglycemia risk in individuals with type 1 diabetes
    • COI: 1:CAS:528:DC%2BC3sXhtFCiu7jP, PID: 23780373
    • Davey, R. J., W. Howe, N. Paramalingam, L. D. Ferreira, E. A. Davis, P. A. Fournier, and T. W. Jones. The effect of midday moderate-intensity exercise on postexercise hypoglycemia risk in individuals with type 1 diabetes. J. Clin. Endocrinol. Metab. 98:2908–2914, 2013.
    • (2013) J. Clin. Endocrinol. Metab. , vol.98 , pp. 2908-2914
    • Davey, R.J.1    Howe, W.2    Paramalingam, N.3    Ferreira, L.D.4    Davis, E.A.5    Fournier, P.A.6    Jones, T.W.7
  • 23
    • 84899127906 scopus 로고    scopus 로고
    • Closed-loop artificial pancreas systems: engineering the algorithms
    • PID: 24757226
    • Doyle, 3rd, F. J., L. M. Huyett, J. B. Lee, H. C. Zisser, and E. Dassau. Closed-loop artificial pancreas systems: engineering the algorithms. Diabetes Care. 37:1191–1197, 2014.
    • (2014) Diabetes Care. , vol.37 , pp. 1191-1197
    • Doyle, F.J.1    Huyett, L.M.2    Lee, J.B.3    Zisser, H.C.4    Dassau, E.5
  • 27
    • 84927178554 scopus 로고    scopus 로고
    • Hypoglycaemia in diabetes mellitus: epidemiology and clinical implications
    • COI: 1:CAS:528:DC%2BC2cXhslemu7%2FM, PID: 25287289
    • Frier, B. M. Hypoglycaemia in diabetes mellitus: epidemiology and clinical implications. Nat. Rev. Endocrinol. 10:711–722, 2014.
    • (2014) Nat. Rev. Endocrinol. , vol.10 , pp. 711-722
    • Frier, B.M.1
  • 29
    • 84898483303 scopus 로고    scopus 로고
    • Periodic-zone model predictive control for diurnal closed-loop operation of an artificial pancreas
    • PID: 24351171
    • Gondhalekar, R., E. Dassau, H. C. Zisser, and F. J. Doyle, 3rd. Periodic-zone model predictive control for diurnal closed-loop operation of an artificial pancreas. J. Diabetes Sci. Technol. 7:1446–1460, 2013.
    • (2013) J. Diabetes Sci. Technol. , vol.7 , pp. 1446-1460
    • Gondhalekar, R.1    Dassau, E.2    Zisser, H.C.3    Doyle, F.J.4
  • 30
    • 84902550021 scopus 로고    scopus 로고
    • Post-breakfast closed-loop glucose control is improved when accompanied with carbohydrate-matching bolus compared to weight-dependent bolus
    • COI: 1:CAS:528:DC%2BC2cXksFymtbc%3D, PID: 24656963
    • Haidar, A., D. Farid, A. St-Yves, V. Messier, V. Chen, D. Xing, A. S. Brazeau, C. Duval, B. Boulet, L. Legault, and R. Rabasa-Lhoret. Post-breakfast closed-loop glucose control is improved when accompanied with carbohydrate-matching bolus compared to weight-dependent bolus. Diabetes Metab. 40:211–214, 2014.
    • (2014) Diabetes Metab. , vol.40 , pp. 211-214
    • Haidar, A.1    Farid, D.2    St-Yves, A.3    Messier, V.4    Chen, V.5    Xing, D.6    Brazeau, A.S.7    Duval, C.8    Boulet, B.9    Legault, L.10    Rabasa-Lhoret, R.11
  • 31
    • 84869080901 scopus 로고    scopus 로고
    • Insulin infusion set: the Achilles heel of continuous subcutaneous insulin infusion
    • PID: 22920824
    • Heinemann, L., and L. Krinelke. Insulin infusion set: the Achilles heel of continuous subcutaneous insulin infusion. J. Diabetes Sci. Technol. 6:954–964, 2012.
    • (2012) J. Diabetes Sci. Technol. , vol.6 , pp. 954-964
    • Heinemann, L.1    Krinelke, L.2
  • 34
    • 79959616082 scopus 로고    scopus 로고
    • Closed-loop insulin delivery: from bench to clinical practice
    • COI: 1:CAS:528:DC%2BC3MXnvFOlt7g%3D, PID: 21343892
    • Hovorka, R. Closed-loop insulin delivery: from bench to clinical practice. Nat. Rev. Endocrinol. 7:385–395, 2011.
    • (2011) Nat. Rev. Endocrinol. , vol.7 , pp. 385-395
    • Hovorka, R.1
  • 38
    • 84926219137 scopus 로고    scopus 로고
    • The diabetes assistant: a smartphone-based system for real-time control of blood glucose
    • Keith-Hynes, P., B. Mize, A. Robert, and J. Place. The diabetes assistant: a smartphone-based system for real-time control of blood glucose. Electronics 3:609–623, 2014.
    • (2014) Electronics , vol.3 , pp. 609-623
    • Keith-Hynes, P.1    Mize, B.2    Robert, A.3    Place, J.4
  • 39
    • 85009509196 scopus 로고    scopus 로고
    • Now is the time for a cybersecurity standard for connected diabetes devices
    • PID: 27460624
    • Klonoff, D. C., and D. N. Kleidermacher. Now is the time for a cybersecurity standard for connected diabetes devices. J. Diabetes Sci. Technol. 10:623–626, 2016.
    • (2016) J. Diabetes Sci. Technol. , vol.10 , pp. 623-626
    • Klonoff, D.C.1    Kleidermacher, D.N.2
  • 40
    • 84923873485 scopus 로고    scopus 로고
    • Assessing sensor accuracy for non-adjunct use of continuous glucose monitoring
    • COI: 1:CAS:528:DC%2BC2MXjs1Ghs70%3D, PID: 25436913
    • Kovatchev, B. P., S. D. Patek, E. A. Ortiz, and M. D. Breton. Assessing sensor accuracy for non-adjunct use of continuous glucose monitoring. Diabetes Technol. Ther. 17:177–186, 2015.
    • (2015) Diabetes Technol. Ther. , vol.17 , pp. 177-186
    • Kovatchev, B.P.1    Patek, S.D.2    Ortiz, E.A.3    Breton, M.D.4
  • 42
    • 70349264249 scopus 로고    scopus 로고
    • Can we really close the loop and how soon? Accelerating the availability of an artificial pancreas: a roadmap to better diabetes outcomes
    • COI: 1:CAS:528:DC%2BD1MXmsFWmsb8%3D, PID: 19621478
    • Kowalski, A. J. Can we really close the loop and how soon? Accelerating the availability of an artificial pancreas: a roadmap to better diabetes outcomes. Diabetes Technol. Ther. 11(Suppl 1):S113–S119, 2009.
    • (2009) Diabetes Technol. Ther. , vol.11 , pp. S113-S119
    • Kowalski, A.J.1
  • 45
    • 84899128328 scopus 로고    scopus 로고
    • Closed-loop artificial pancreas systems: physiological input to enhance next-generation devices
    • COI: 1:CAS:528:DC%2BC2cXpt12qs7Y%3D, PID: 24757225
    • Kudva, Y. C., R. E. Carter, C. Cobelli, R. Basu, and A. Basu. Closed-loop artificial pancreas systems: physiological input to enhance next-generation devices. Diabetes Care 37:1184–1190, 2014.
    • (2014) Diabetes Care , vol.37 , pp. 1184-1190
    • Kudva, Y.C.1    Carter, R.E.2    Cobelli, C.3    Basu, R.4    Basu, A.5
  • 48
    • 84884610823 scopus 로고    scopus 로고
    • Effect of sensor-augmented insulin pump therapy and automated insulin suspension vs standard insulin pump therapy on hypoglycemia in patients with type 1 diabetes: a randomized clinical trial
    • COI: 1:CAS:528:DC%2BC3sXhs1SntrvN, PID: 24065010
    • Ly, T. T., J. A. Nicholas, A. Retterath, E. M. Lim, E. A. Davis, and T. W. Jones. Effect of sensor-augmented insulin pump therapy and automated insulin suspension vs standard insulin pump therapy on hypoglycemia in patients with type 1 diabetes: a randomized clinical trial. JAMA 310:1240–1247, 2013.
    • (2013) JAMA , vol.310 , pp. 1240-1247
    • Ly, T.T.1    Nicholas, J.A.2    Retterath, A.3    Lim, E.M.4    Davis, E.A.5    Jones, T.W.6
  • 51
    • 33947518764 scopus 로고    scopus 로고
    • Glucose requirements to maintain euglycemia after moderate-intensity afternoon exercise in adolescents with type 1 diabetes are increased in a biphasic manner
    • COI: 1:CAS:528:DC%2BD2sXjtlGmsr4%3D, PID: 17118993
    • McMahon, S. K., L. D. Ferreira, N. Ratnam, R. J. Davey, L. M. Youngs, E. A. Davis, P. A. Fournier, and T. W. Jones. Glucose requirements to maintain euglycemia after moderate-intensity afternoon exercise in adolescents with type 1 diabetes are increased in a biphasic manner. J. Clin. Endocrinol. Metab. 92:963–968, 2007.
    • (2007) J. Clin. Endocrinol. Metab. , vol.92 , pp. 963-968
    • McMahon, S.K.1    Ferreira, L.D.2    Ratnam, N.3    Davey, R.J.4    Youngs, L.M.5    Davis, E.A.6    Fournier, P.A.7    Jones, T.W.8
  • 52
    • 84910135134 scopus 로고    scopus 로고
    • MD-logic overnight control for 6 weeks of home use in patients with type 1 diabetes: randomized crossover trial
    • COI: 1:CAS:528:DC%2BC2cXitVWlur7M, PID: 25078901
    • Nimri, R., I. Muller, E. Atlas, S. Miller, A. Fogel, N. Bratina, O. Kordonouri, T. Battelino, T. Danne, and M. Phillip. MD-logic overnight control for 6 weeks of home use in patients with type 1 diabetes: randomized crossover trial. Diabetes Care 37:3025–3032, 2014.
    • (2014) Diabetes Care , vol.37 , pp. 3025-3032
    • Nimri, R.1    Muller, I.2    Atlas, E.3    Miller, S.4    Fogel, A.5    Bratina, N.6    Kordonouri, O.7    Battelino, T.8    Danne, T.9    Phillip, M.10
  • 53
    • 84903817961 scopus 로고    scopus 로고
    • Artificial pancreas: fuzzy logic and control of glycemia
    • COI: 1:CAS:528:DC%2BC2cXhtFSrtLnE, PID: 24937038
    • Nimri, R., and M. Phillip. Artificial pancreas: fuzzy logic and control of glycemia. Curr. Opin. Endocrinol. Diabetes Obes. 21:251–256, 2014.
    • (2014) Curr. Opin. Endocrinol. Diabetes Obes. , vol.21 , pp. 251-256
    • Nimri, R.1    Phillip, M.2
  • 55
    • 84911934157 scopus 로고    scopus 로고
    • A remote monitoring system for artificial pancreas support is safe, reliable, and user friendly
    • PID: 25211216
    • Oron, T., A. Farfel, I. Muller, S. Miller, E. Atlas, R. Nimri, and M. Phillip. A remote monitoring system for artificial pancreas support is safe, reliable, and user friendly. Diabetes Technol. Ther. 16:699–705, 2014.
    • (2014) Diabetes Technol. Ther. , vol.16 , pp. 699-705
    • Oron, T.1    Farfel, A.2    Muller, I.3    Miller, S.4    Atlas, E.5    Nimri, R.6    Phillip, M.7
  • 57
    • 84862641322 scopus 로고    scopus 로고
    • A review of the security of insulin pump infusion systems
    • PID: 22226278
    • Paul, N., T. Kohno, and D. C. Klonoff. A review of the security of insulin pump infusion systems. J. Diabetes Sci. Technol. 5:1557–1562, 2011.
    • (2011) J. Diabetes Sci. Technol. , vol.5 , pp. 1557-1562
    • Paul, N.1    Kohno, T.2    Klonoff, D.C.3
  • 58
    • 84898444019 scopus 로고    scopus 로고
    • The artificial pancreas: current status and future prospects in the management of diabetes
    • COI: 1:CAS:528:DC%2BC2cXpsFCgurs%3D, PID: 24725149
    • Peyser, T., E. Dassau, M. Breton, and J. S. Skyler. The artificial pancreas: current status and future prospects in the management of diabetes. Ann. N. Y. Acad. Sci. 1311:102–123, 2014.
    • (2014) Ann. N. Y. Acad. Sci. , vol.1311 , pp. 102-123
    • Peyser, T.1    Dassau, E.2    Breton, M.3    Skyler, J.S.4
  • 59
    • 84897124030 scopus 로고    scopus 로고
    • Advancement of the artificial pancreas through the development of interoperability standards
    • PID: 23911190
    • Picton, P. E., M. Yeung, N. Hamming, L. Desborough, E. Dassau, and J. A. Cafazzo. Advancement of the artificial pancreas through the development of interoperability standards. J. Diabetes Sci. Technol. 7:1066–1070, 2013.
    • (2013) J. Diabetes Sci. Technol. , vol.7 , pp. 1066-1070
    • Picton, P.E.1    Yeung, M.2    Hamming, N.3    Desborough, L.4    Dassau, E.5    Cafazzo, J.A.6
  • 62
    • 84880913920 scopus 로고    scopus 로고
    • Safety auxiliary feedback element for the artificial pancreas in type 1 diabetes
    • COI: 1:STN:280:DC%2BC3svgtF2qtw%3D%3D, PID: 23428611
    • Revert, A., F. Garelli, J. Pico, H. De Battista, P. Rossetti, J. Vehi, and J. Bondia. Safety auxiliary feedback element for the artificial pancreas in type 1 diabetes. IEEE Trans. Biomed. Eng. 60:2113–2122, 2013.
    • (2013) IEEE Trans. Biomed. Eng. , vol.60 , pp. 2113-2122
    • Revert, A.1    Garelli, F.2    Pico, J.3    De Battista, H.4    Rossetti, P.5    Vehi, J.6    Bondia, J.7
  • 63
    • 84926391833 scopus 로고    scopus 로고
    • Progress of artificial pancreas devices towards clinical use: the first outpatient studies
    • PID: 25692927
    • Russell, S. J. Progress of artificial pancreas devices towards clinical use: the first outpatient studies. Curr. Opin. Endocrinol. Diabetes Obes. 22:106–111, 2015.
    • (2015) Curr. Opin. Endocrinol. Diabetes Obes. , vol.22 , pp. 106-111
    • Russell, S.J.1
  • 65
    • 84891753187 scopus 로고    scopus 로고
    • The critical path from pump to pancreas: the impact of FDA regulation on the development of a closed-loop diabetes management system
    • PID: 24640637
    • Sanchez, R. M. The critical path from pump to pancreas: the impact of FDA regulation on the development of a closed-loop diabetes management system. Food Drug Law J. 68:53–76, 2013.
    • (2013) Food Drug Law J. , vol.68 , pp. 53-76
    • Sanchez, R.M.1
  • 66
    • 84865149311 scopus 로고    scopus 로고
    • The role of human factors in the design and development of an insulin pump
    • PID: 22538134
    • Schaeffer, N. E. The role of human factors in the design and development of an insulin pump. J. Diabetes Sci. Technol. 6:260–264, 2012.
    • (2012) J. Diabetes Sci. Technol. , vol.6 , pp. 260-264
    • Schaeffer, N.E.1
  • 67
    • 84900524266 scopus 로고    scopus 로고
    • In silico optimization of basal insulin infusion rate during exercise: implication for artificial pancreas
    • PID: 24351172
    • Schiavon, M., C. Dalla Man, Y. C. Kudva, A. Basu, and C. Cobelli. In silico optimization of basal insulin infusion rate during exercise: implication for artificial pancreas. J. Diabetes Sci. Technol. 7:1461–1469, 2013.
    • (2013) J. Diabetes Sci. Technol. , vol.7 , pp. 1461-1469
    • Schiavon, M.1    Dalla Man, C.2    Kudva, Y.C.3    Basu, A.4    Cobelli, C.5
  • 68
    • 84883738375 scopus 로고    scopus 로고
    • What’s the Time? Does the Artificial Pancreas Need to Know?
    • COI: 1:CAS:528:DC%2BC3sXhtFWjsL3O, PID: 23801716
    • Stenvers, D. J., J. H. DeVries, and S. E. la Fleur. What’s the Time? Does the Artificial Pancreas Need to Know? Diabetes 62:2173–2174, 2013.
    • (2013) Diabetes , vol.62 , pp. 2173-2174
    • Stenvers, D.J.1    DeVries, J.H.2    la Fleur, S.E.3
  • 69
    • 84901259795 scopus 로고    scopus 로고
    • Insulin pump therapy in youth with type 1 diabetes: toward closed-loop systems
    • COI: 1:CAS:528:DC%2BC2cXoslCju7s%3D, PID: 24749563
    • Tauschmann, M., and R. Hovorka. Insulin pump therapy in youth with type 1 diabetes: toward closed-loop systems. Expert Opin. Drug Deliv. 11:943–955, 2014.
    • (2014) Expert Opin. Drug Deliv. , vol.11 , pp. 943-955
    • Tauschmann, M.1    Hovorka, R.2
  • 70
    • 84896862445 scopus 로고    scopus 로고
    • Bringing closed-loop home: recent advances in closed-loop insulin delivery
    • COI: 1:CAS:528:DC%2BC2cXjtlSgs7Y%3D, PID: 24569550
    • Thabit, H., and R. Hovorka. Bringing closed-loop home: recent advances in closed-loop insulin delivery. Curr. Opin. Endocrinol. Diabetes Obes. 21:95–101, 2014.
    • (2014) Curr. Opin. Endocrinol. Diabetes Obes. , vol.21 , pp. 95-101
    • Thabit, H.1    Hovorka, R.2
  • 72
    • 84994263093 scopus 로고    scopus 로고
    • Department of Health and Human Services, Food and Drug Administration
    • The Content of Investigational Device Exemption (IDE) and Premarket Approval (PMA) Applications for Artificial Pancreas Device Systems. Center for Devices and Radiological Health: U.S. Department of Health and Human Services, Food and Drug Administration, 2012.
    • (2012) Center for Devices and Radiological Health: U.S
  • 73
    • 84900806098 scopus 로고    scopus 로고
    • An integrated multivariable artificial pancreas control system
    • PID: 24876613
    • Turksoy, K., L. T. Quinn, E. Littlejohn, and A. Cinar. An integrated multivariable artificial pancreas control system. J. Diabetes Sci. Technol. 8:498–507, 2014.
    • (2014) J. Diabetes Sci. Technol. , vol.8 , pp. 498-507
    • Turksoy, K.1    Quinn, L.T.2    Littlejohn, E.3    Cinar, A.4
  • 74
    • 84896888057 scopus 로고    scopus 로고
    • Feasibility of a portable bihormonal closed-loop system to control glucose excursions at home under free-living conditions for 48 hours
    • PID: 24224750
    • van Bon, A. C., Y. M. Luijf, R. Koebrugge, R. Koops, J. B. Hoekstra, and J. H. Devries. Feasibility of a portable bihormonal closed-loop system to control glucose excursions at home under free-living conditions for 48 hours. Diabetes Technol. Ther. 16:131–136, 2014.
    • (2014) Diabetes Technol. Ther. , vol.16 , pp. 131-136
    • van Bon, A.C.1    Luijf, Y.M.2    Koebrugge, R.3    Koops, R.4    Hoekstra, J.B.5    Devries, J.H.6
  • 75
    • 84920842830 scopus 로고    scopus 로고
    • Circadian variability of insulin sensitivity: physiological input for in silico artificial pancreas
    • COI: 1:CAS:528:DC%2BC2MXlvFCgsQ%3D%3D, PID: 25531427
    • Visentin, R., C. Dalla Man, Y. C. Kudva, A. Basu, and C. Cobelli. Circadian variability of insulin sensitivity: physiological input for in silico artificial pancreas. Diabetes Technol. Ther. 17:1–7, 2015.
    • (2015) Diabetes Technol. Ther. , vol.17 , pp. 1-7
    • Visentin, R.1    Dalla Man, C.2    Kudva, Y.C.3    Basu, A.4    Cobelli, C.5
  • 76
    • 84862693536 scopus 로고    scopus 로고
    • Safe glycemic management during closed-loop treatment of type 1 diabetes: the role of glucagon, use of multiple sensors, and compensation for stress hyperglycemia
    • PID: 22226254
    • Ward, W. K., J. R. Castle, and J. El Youssef. Safe glycemic management during closed-loop treatment of type 1 diabetes: the role of glucagon, use of multiple sensors, and compensation for stress hyperglycemia. J. Diabetes Sci. Technol. 5:1373–1380, 2011.
    • (2011) J. Diabetes Sci. Technol. , vol.5 , pp. 1373-1380
    • Ward, W.K.1    Castle, J.R.2    El Youssef, J.3
  • 77
    • 77249175519 scopus 로고    scopus 로고
    • Overnight closed-loop insulin delivery with model predictive control: assessment of hypoglycemia and hyperglycemia risk using simulation studies
    • PID: 20144424
    • Wilinska, M. E., E. S. Budiman, M. B. Taub, D. Elleri, J. M. Allen, C. L. Acerini, D. B. Dunger, and R. Hovorka. Overnight closed-loop insulin delivery with model predictive control: assessment of hypoglycemia and hyperglycemia risk using simulation studies. J. Diabetes Sci. Technol. 3:1109–1120, 2009.
    • (2009) J. Diabetes Sci. Technol. , vol.3 , pp. 1109-1120
    • Wilinska, M.E.1    Budiman, E.S.2    Taub, M.B.3    Elleri, D.4    Allen, J.M.5    Acerini, C.L.6    Dunger, D.B.7    Hovorka, R.8
  • 78
    • 84857375491 scopus 로고    scopus 로고
    • Clinical hurdles and possible solutions in the implementation of closed-loop control in type 1 diabetes mellitus
    • PID: 22027329
    • Zisser, H. Clinical hurdles and possible solutions in the implementation of closed-loop control in type 1 diabetes mellitus. J. Diabetes Sci. Technol. 5:1283–1286, 2011.
    • (2011) J. Diabetes Sci. Technol. , vol.5 , pp. 1283-1286
    • Zisser, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.