Detecting failures of the glucose sensor-insulin pump system: Improved overnight safety monitoring for Type-1 diabetes

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 4947-4950

  Facchinetti, Andrea ^a   Del Favero, Simone ^a   Sparacino, Giovanni ^a   Cobelli, Claudio ^a  

^a UNIVERSITY OF PADOVA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

CONTINUOUS GLUCOSE MONITORING; DIABETIC PATIENT; INSULIN INFUSIONS; KALMAN ESTIMATOR; PROOF OF CONCEPT; PUMP SYSTEM; REAL TIME; SAFETY MONITORING; STATE-SPACE;

GLUCOSE; GLUCOSE SENSORS; INSULIN; PUMPS; SENSORS;

SAFETY ENGINEERING;

ARTICLE; AUTOMATED PATTERN RECOGNITION; BLOOD GLUCOSE MONITORING; COMPUTER ASSISTED DIAGNOSIS; COMPUTER ASSISTED DRUG THERAPY; EQUIPMENT; HUMAN; INSTRUMENTATION; INSULIN DEPENDENT DIABETES MELLITUS; INSULIN INFUSION; METHODOLOGY; PATIENT SAFETY; REPRODUCIBILITY; SAFETY; SENSITIVITY AND SPECIFICITY; EQUIPMENT FAILURE;

BLOOD GLUCOSE SELF-MONITORING; DIABETES MELLITUS, TYPE 1; DIAGNOSIS, COMPUTER-ASSISTED; DRUG THERAPY, COMPUTER-ASSISTED; EQUIPMENT FAILURE; EQUIPMENT FAILURE ANALYSIS; HUMANS; INSULIN INFUSION SYSTEMS; PATIENT SAFETY; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SAFETY MANAGEMENT; SENSITIVITY AND SPECIFICITY;

EID: 84862280695     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6091226     Document Type: Conference Paper

References (13)

1. W. V. Tamborlane, R. W. Beck, B. W. Bode et al., "Continuous glucose monitoring and intensive treatment of type 1 diabetes," N. Engl. J. Med., vol. 359, pp. 1464-1476, Oct 2008.
2. I. B. Hirsch, J. Abelseth, B. W. Bode, J. S. Fischer, F. R. Kaufman, J. Mastrototaro, C. G. Parkin, H. A. Wolpert, and B. A. Buckingham, "Sensor-augmented insulin pump therapy: results of the first randomized treat-to-target study," Diabetes Technol. Ther., vol. 10, pp. 377-383, Oct 2008.
3. R. M. Bergenstal, W. V. Tamborlane, A. Ahmann et al., "Effectiveness of sensor-augmented insulin-pump therapy in type 1 diabetes," N. Engl. J. Med., vol. 363, pp. 311-320, Jul 2010.
4. C. Cobelli, C. D. Man, G. Sparacino, L. Magni, G. De Nicolao, and B. P. Kovatchev, "Diabetes: Models, Signals, and Control," IEEE Rev Biomed Eng, vol. 2, pp. 54-96, Jan 2009.
5. B. Kovatchev, C. Cobelli, E. Renard et al., "Multinational study of subcutaneous model-predictive closed-loop control in type 1 diabetes mellitus: summary of the results," J Diabetes Sci Technol, vol. 4, pp. 1374-1381, 2010.
6. P. Van Overschee and B. De Moor, "Subspace algorithms for the stochastic identification problem," Automatica, vol. 29, no. 3, pp. 649-660, 1993.
7. B. D. O. Anderson and J. B. Moore, Optimal Filtering. New York: Dover Publications, 2005.
8. G. Sparacino and C. Cobelli, "A stochastic deconvolution method to reconstruct insulin secretion rate after a glucose stimulus," IEEE Trans Biomed Eng, vol. 43, pp. 512-529, May 1996.
9. D. Finan, C. C. Palerm, F. J. Doyle III, D. E. Seborg, H. Zisser, W. C. Bevier, and L. Jovanovic, "Effect of input excitation on the quality of empirical dynamic models for type 1 diabetes," AIChE J, vol. 55, pp. 1135-1146, 2009.
10. K. Rebrin, G. M. Steil, W. P. van Antwerp, and J. J. Mastrototaro, "Subcutaneous glucose predicts plasma glucose independent of insulin: implications for continuous monitoring," Am. J. Physiol., vol. 277, pp. E561-571, Sep 1999.
11. A. Facchinetti, G. Sparacino, and C. Cobelli, "Enhanced accuracy of continuous glucose monitoring by online extended kalman filtering," Diabetes Technol. Ther., vol. 12, pp. 353-363, May 2010.
12. R. Hovorka, "Continuous glucose monitoring and closed-loop systems," Diabet. Med., vol. 23, pp. 1-12, Jan 2006.
13. B. Kovatchev, M. Breton, C. Cobelli, and C. Dalla Man, "Method, system and computer simulation environment for testing of monitoring and control strategies in diabetes," Patent WO/2008/157781, 2008.