The Expanding Use of Continuous Glucose Monitoring in Type 2 Diabetes

Dabbagh, Zakery; McKee, M. Diane; Pirraglia, Paul A.; Clements, Karen M.; Liu, Feifan; Amante, Daniel J.; Shukla, Prateek; Gerber, Ben S.

doi:10.1089/dia.2021.0536

Cited by 7Diabetes Management and ResearchDiabetes Treatment and ManagementDiabetes Management and Education

The Expanding Use of Continuous Glucose Monitoring in Type 2 Diabetes

Dabbagh, Zakery, McKee, M. Diane, Pirraglia, Paul A., Clements, Karen M., Liu, Feifan, Amante, Daniel J., Shukla, Prateek, Gerber, Ben S.·2022·Diabetes Technology & Therapeutics

DOI 10.1089/dia.2021.0536

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Bartelme, A., & Bridger, P. (2009) · Journal of Diabetes Science and Technology · doi:10.1177/193229680900300449 · Cited by 24 · see citing works
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Glycemic control and sponsor rank of military dependents with type 1 diabetes mellitus
Paz, R., Rouhanian, M., & Vogt, K. S. (2015) · Pediatric Diabetes · doi:10.1111/pedi.12306 · Cited by 3 · see citing works

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Authors: Dabbagh, Z., McKee, M. D., Pirraglia, P. A., Clements, K. M., Liu, F., Amante, D. J., Shukla, P., & Gerber, B. S.
Affiliations: University of Massachusetts Chan Medical School (US)
Corresponding author: Gerber, Ben S.
ORCID: Dabbagh, Zakery
McKee, M. Diane
Pirraglia, Paul A.
Clements, Karen M.
Liu, Feifan
Amante, Daniel J.
Gerber, Ben S.
Venue: Diabetes Technology & Therapeutics
Publisher: SAGE Publications
Published: 2022-06-29
Volume: 24
Issue: 7
Pages: 510-515
ISSN: 1520-9156 (ISSN-L)
1557-8593
DOI: 10.1089/dia.2021.0536
OpenAlex: W4214845993
Cited by: 7
References: 50
Citations by year: 2024: 1 · 2023: 5 · 2022: 1
Type: journal article
Language: en
Open access: closed
Licence: journals.sagepub.com/page/policies/text-and-data-mining-license (tdm)
Locations: Diabetes Technology & Therapeutics (publishedVersion)
PubMed (publishedVersion)
Topics: Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
Keywords: continuous glucose monitoring, type 2 diabetes, diabetes management, glycemic control
MeSH terms: Blood Glucose, Diabetes Mellitus, Type 1, Diabetes Mellitus, Type 2, Humans, Hypoglycemia, Blood Glucose Self-Monitoring

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The Expanding Use of Continuous Glucose Monitoring in Type 2 Diabetes

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