Synapse
⌘+K
Synapse
PulseExploreClubsResearchersJournals
Instagram
HomeClubsExplore
November 18, 2025npj Digital MedicineOpen Access

Integration of artificial intelligence and wearable technology in the management of diabetes and prediabetes

View Full Paper
Ask AI
Bookmark
Share

Authors

RFRaphael A FraserRWRebekah J WalkerJCJENNIFER A. CAMPBELL

Discussion

Loading...

Member takes

Overview

Systematic review reveals AI-driven interventions enhance diabetes management and self-management strategies.

Key Points

  • This review assesses the impact of artificial intelligence and wearable technology in managing diabetes and prediabetes.
  • Conducted a systematic review of peer-reviewed studies
  • Included 60 studies from over 5000 records examined
  • Focused on clinical and self-management outcomes
  • AI models with wearables improved glycemic monitoring and insulin management
  • Continuous glucose monitors enhanced self-management
  • Identified challenges include demographic diversity and data quality.

Cite This Study

Fraser et al. (2025) studied this question.

synapsesocial.com/papers/6924fef4c0ce034ddc351d27https://doi.org/10.1038/s41746-025-02036-9
View Full Paper
Ask AI
Bookmark
Share

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Leveraging Artificial Intelligence and Wearable Technologies in Glucose Managenment: A Comprehensive Scoping Review of Current Trends and Future Directions2025 · 2 citations
  2. 2Machine Learning and Smart Devices for Diabetes Management: Systematic Review2022 · 149 citations
  3. 3Artificial Intelligence-Based Wearable Sensing Technologies for the Management of Cancer, Diabetes, and COVID-192025
  4. 4Glucose Monitoring with AI Analytics for Diabetes Management Using Machine Learning and Smart Devices2023 · 2 citations
  5. 5Real-time Predictive Health Monitoring using Ai-driven Wearable Sensors: Enhancing Early Detection and Personalized Interventions in Chronic Disease Management2024 · 18 citations