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The application of AI-based interventions in diabetes personalized management: a systematic review and meta-analysis.

Diabetol Metab Syndr · 2026 · PMC12892737 · PMID 41546022

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a positive trendno p-value reported
Regarding mental health, although the AI intervention did not show an immediate significant improvement in diabetes-related psychological stress (DRD), a positive trend was observed for patients’ self-efficacy and HbA1c levels in the middle of the intervention (6–12 months), consistent with the results found by Aguilera et al.

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