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Advances in Artificial Pancreas Development

Quantitative Estimation of Insulin Sensitivity in Type 1 Diabetic Subjects Wearing a Sensor-Augmented Insulin Pump

  1. Michele Schiavon1,
  2. Chiara Dalla Man1,
  3. Yogish C. Kudva2,
  4. Ananda Basu2 and
  5. Claudio Cobelli1⇑
  1. 1Department of Information Engineering, University of Padova, Padova, Italy
  2. 2Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Internal Medicine, Mayo Clinic and Foundation, Rochester, MN
  1. Corresponding author: Claudio Cobelli, cobelli{at}dei.unipd.it.
Diabetes Care 2014 May; 37(5): 1216-1223. https://doi.org/10.2337/dc13-1120
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    Figure 1

    Data needed for the estimation of insulin sensitivity. Glucose data are measured by CGM (left-hand panel, black line), with some SMBG data available for sensor recalibration (left-hand panel, gray dots). Insulin data are the basal infusion and boluses administered by insulin pump (right-hand panel, black line and gray triangles, respectively).

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    Figure 2

    Time course of meal rate of appearance, RaG (left-hand panel), and fraction of meal that appears in plasma, f (right-hand panel).

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    Figure 3

    Mean values (left-hand panel) and correlation plot (right-hand panel) between SIMM and SISP insulin sensitivity indices for breakfast, lunch, and dinner (white, striped, and black bars, respectively). *P < 10−3 with paired sample t test.

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    Figure 4

    Sensitivity analysis of SISP with (left-hand panel) and without (right-hand panel) accounting for COB for different time integration intervals: mean values of SISP (top), correlation indices (middle), and absolute relative error (bottom), calculated with respect to SISP, i.e., estimated at t = 360 min.

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Diabetes Care: 37 (5)

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May 2014, 37(5)
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Quantitative Estimation of Insulin Sensitivity in Type 1 Diabetic Subjects Wearing a Sensor-Augmented Insulin Pump
Michele Schiavon, Chiara Dalla Man, Yogish C. Kudva, Ananda Basu, Claudio Cobelli
Diabetes Care May 2014, 37 (5) 1216-1223; DOI: 10.2337/dc13-1120

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Quantitative Estimation of Insulin Sensitivity in Type 1 Diabetic Subjects Wearing a Sensor-Augmented Insulin Pump
Michele Schiavon, Chiara Dalla Man, Yogish C. Kudva, Ananda Basu, Claudio Cobelli
Diabetes Care May 2014, 37 (5) 1216-1223; DOI: 10.2337/dc13-1120
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  • Feasibility of Closed-Loop Insulin Delivery in Type 2 Diabetes: A Randomized Controlled Study
  • The Artificial Pancreas: Are We There Yet?
  • Closed-Loop Artificial Pancreas Systems: Physiological Input to Enhance Next-Generation Devices
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