Effectiveness and safety of AI-driven closed-loop systems in diabetes management: a systematic review and meta-analysis Article Swipe
Xiaoya Wang
,
Jiayong Si
,
Yihao Li
,
Preston Tse
,
Guoyi Zhang
,
Xiaojie Wang
,
Junming Ren
,
Jin Xu
,
Jun Sun
,
Xi Yao
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1186/s13098-025-01819-0
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1186/s13098-025-01819-0
Related Topics
Concepts
Metadata
- Type
- review
- Language
- en
- Landing Page
- https://doi.org/10.1186/s13098-025-01819-0
- https://dmsjournal.biomedcentral.com/counter/pdf/10.1186/s13098-025-01819-0
- OA Status
- gold
- Cited By
- 5
- References
- 81
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4411533320
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4411533320Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1186/s13098-025-01819-0Digital Object Identifier
- Title
-
Effectiveness and safety of AI-driven closed-loop systems in diabetes management: a systematic review and meta-analysisWork title
- Type
-
reviewOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-06-23Full publication date if available
- Authors
-
Xiaoya Wang, Jiayong Si, Yihao Li, Preston Tse, Guoyi Zhang, Xiaojie Wang, Junming Ren, Jin Xu, Jun Sun, Xi YaoList of authors in order
- Landing page
-
https://doi.org/10.1186/s13098-025-01819-0Publisher landing page
- PDF URL
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https://dmsjournal.biomedcentral.com/counter/pdf/10.1186/s13098-025-01819-0Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://dmsjournal.biomedcentral.com/counter/pdf/10.1186/s13098-025-01819-0Direct OA link when available
- Concepts
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Medicine, Meta-analysis, Diabetes mellitus, Closed loop, Diabetes management, Systematic review, Risk analysis (engineering), MEDLINE, Type 2 diabetes, Internal medicine, Engineering, Endocrinology, Control engineering, Political science, LawTop concepts (fields/topics) attached by OpenAlex
- Cited by
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5Total citation count in OpenAlex
- Citations by year (recent)
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2025: 5Per-year citation counts (last 5 years)
- References (count)
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81Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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