Glucose monitoring devices = measuri...

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  • Glucose monitoring devices = measuring blood glucose to manage and control diabetes /
  • Record Type: Electronic resources : Monograph/item
    Title/Author: Glucose monitoring devices/ edited by Chiara Fabris, Boris Kovatchev.
    Reminder of title: measuring blood glucose to manage and control diabetes /
    Published: London, United Kingdom ;Elsevier Academic Press, : 2020.,
    Description: 1 online resource.
    [NT 15003449]: Front Cover -- Glucose Monitoring Devices -- Glucose Monitoring Devices: Measuring Blood Glucose to Manage and Control Diabetes -- Copyright -- Contents -- Contributors -- About the Authors -- 1 -- Self-monitoring of blood glucose (SMBG) devices -- 1 -- Introduction to SMBG -- Historical perspective and principles of blood glucose control -- The evidence base for SMBG in type 1 diabetes -- The evidence base for SMBG in type 2 diabetes -- Guidelines for SMBG -- The shortcomings of SMBG and future perspective -- References -- 2 -- Analytical performance of SMBG systems -- Introduction
    [NT 15003449]: The process for premarket approval of SMBG devices -- Analytical performance according to ISO 15197 -- Precision -- Interference evaluation -- Accuracy -- Analytical performance according to FDA -- Postmarket analytical performance -- Advances in analytical performance of SMBG devices -- Conclusion -- List of authors -- References -- 3 -- Clinical evaluation of SMBG systems -- References -- 4 -- Consequences of SMBG systems inaccuracy -- Introduction -- Quantifying the effect of inaccurate BGM systems -- A complex system -- Patient behavior is the main driver -- Effects spread over time and space
    [NT 15003449]: Clinical outcomes -- Short term -- Long term -- Quality of life -- Financial outcomes -- Long term -- Requirements -- Physiological variability -- Behavioral variability -- Device and lot variability -- Therapy modes -- Time span -- Accuracy and its consequences -- Modeling and simulation -- Metabolic models and simulators (metabolic variability) -- Behavioral modeling and simulation (behavioral variability and therapy modes) -- Integrated metabolic/behavioral simulation -- Modeling glucose monitoring devices (device and lot variability) -- In silico accuracy studies
    [NT 15003449]: From in silico results to short-term clinical outcomes -- Long-term health and complications -- From in silico results to long-term complications -- From clinical performance to financial outcomes -- An extended illustration -- The in silico study -- Meter models -- Behavioral models -- Clinical and financial outcomes -- Results: clinical outcomes -- Accuracy and clinical outcomes: a regression model -- Determining financial impact -- Cost compared to an ideal -- Worst-case costing -- Observations from the illustrative example -- Limitations -- Conclusions and future work -- References
    [NT 15003449]: 5 -- Modeling the SMBG measurement error -- SMBG measurement error -- Why modeling the SMBG measurement error? -- Literature models of SMBG measurement error -- The state-of-the-art modeling method by Vettoretti et al. -- Definition of training and test sets -- Constant-SD zones identification -- Maximum-likelihood fitting -- Model validation -- Derivation of a model of SMBG error distribution for two commercial devices -- Case study 1: modeling the One Touch Ultra 2 measurement error -- Dataset -- Preprocessing of YSI and SMBG-YSI matching -- Model development -- Model validation
    Subject: Medical instruments and apparatus. -
    Online resource: https://www.sciencedirect.com/science/book/9780128167144
    ISBN: 9780128168844 (electronic bk.)
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