Literature DB >> 29783897

Continuous Glucose Monitoring: Current Use in Diabetes Management and Possible Future Applications.

Martina Vettoretti1, Giacomo Cappon1, Giada Acciaroli1, Andrea Facchinetti1, Giovanni Sparacino1.   

Abstract

The recent announcement of the production of new low-cost continuous glucose monitoring (CGM) sensors, the approval of marketed CGM sensors for making treatment decisions, and new reimbursement criteria have the potential to revolutionize CGM use. After briefly summarizing current CGM applications, we discuss how, in our opinion, these changes are expected to extend CGM utilization beyond diabetes patients, for example, to subjects with prediabetes or even healthy individuals. We also elaborate on how the integration of CGM data with other relevant information, for example, health records and other medical device/wearable sensor data, will contribute to creating a digital data ecosystem that will improve our understanding of the etiology and complications of diabetes and will facilitate the development of data analytics for personalized diabetes management and prevention.

Entities:  

Keywords:  continuous glucose monitoring; data integration; diabetes management; precision medicine; proactive medicine

Mesh:

Substances:

Year:  2018        PMID: 29783897      PMCID: PMC6134613          DOI: 10.1177/1932296818774078

Source DB:  PubMed          Journal:  J Diabetes Sci Technol        ISSN: 1932-2968


  72 in total

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5.  Insulin Sensitivity Index-Based Optimization of Insulin to Carbohydrate Ratio: In Silico Study Shows Efficacious Protection Against Hypoglycemic Events Caused by Suboptimal Therapy.

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Journal:  JAMA       Date:  2017-01-24       Impact factor: 56.272

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Authors:  Jessica R Castle; Peter G Jacobs
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Authors:  Mark P Christiansen; Satish K Garg; Ronald Brazg; Bruce W Bode; Timothy S Bailey; Robert H Slover; Ashley Sullivan; Suiying Huang; John Shin; Scott W Lee; Francine R Kaufman
Journal:  Diabetes Technol Ther       Date:  2017-07-12       Impact factor: 6.118

Review 9.  Interactive telemedicine: effects on professional practice and health care outcomes.

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Journal:  BMJ Open Diabetes Res Care       Date:  2015-07-22
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  15 in total

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2.  The Bio-inspired Artificial Pancreas for Type 1 Diabetes Control in the Home: System Architecture and Preliminary Results.

Authors:  Pau Herrero; Mohamed El-Sharkawy; John Daniels; Narvada Jugnee; Chukwuma N Uduku; Monika Reddy; Nick Oliver; Pantelis Georgiou
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3.  Detection of Insulin Pump Malfunctioning to Improve Safety in Artificial Pancreas Using Unsupervised Algorithms.

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4.  Analysis of "Accuracy of a 14-Day Factory Calibrated Continuous Glucose Monitoring System With Advanced Algorithm in Pediatric and Adult Population With Diabetes".

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Journal:  Anal Bioanal Chem       Date:  2022-01-11       Impact factor: 4.142

Review 6.  A systematic review on clinical implication of continuous glucose monitoring in diabetes management.

Authors:  Anam Azhar; Syed W Gillani; Ghasna Mohiuddin; Rukhsar A Majeed
Journal:  J Pharm Bioallied Sci       Date:  2020-04-10

Review 7.  Continuous Glucose Monitoring Devices: Past, Present, and Future Focus on the History and Evolution of Technological Innovation.

Authors:  Olesya Didyuk; Nicolas Econom; Angelica Guardia; Kelsey Livingston; Ulrike Klueh
Journal:  J Diabetes Sci Technol       Date:  2020-01-13

8.  Smart Insulin Pens: Advancing Digital Transformation and a Connected Diabetes Care Ecosystem.

Authors:  Tejaswi Kompala; Aaron B Neinstein
Journal:  J Diabetes Sci Technol       Date:  2021-01-12

Review 9.  Advanced Diabetes Management Using Artificial Intelligence and Continuous Glucose Monitoring Sensors.

Authors:  Martina Vettoretti; Giacomo Cappon; Andrea Facchinetti; Giovanni Sparacino
Journal:  Sensors (Basel)       Date:  2020-07-10       Impact factor: 3.576

10.  Addressing practical issues of predictive models translation into everyday practice and public health management: a combined model to predict the risk of type 2 diabetes improves incidence prediction and reduces the prevalence of missing risk predictions.

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Journal:  BMJ Open Diabetes Res Care       Date:  2020-07
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