March 3, 2026Frontiers in Public Health1 citationsOpen Access

Application study of an artificial intelligence and big data-based personalized chronic disease management model for diabetes patients

MXMei XinFirst Affiliated Hospital of GuangXi Medical University YYYanbing YaoFirst Affiliated Hospital of GuangXi Medical University PHPing HuangArmy Medical University

Key Points

Glycemic control improved significantly, enhancing the quality of life for T2DM patients in the AI-driven model.
After 6 months, there was notable progress in self-care behaviors among participants utilizing the personalized model.
Assessment employed an AI and big data-based approach to tailor chronic disease management for diabetes patients.
This approach suggests potential benefits for diabetes care, although further research is necessary for broader applications.

Abstract

The AI and big data-driven personalized management model significantly improved glycemic control, self-care behaviors, and quality of life in T2DM patients over conventional care within 6 months. Success within the model is influenced by behavioral and biological factors, alongside alcohol consumption. This approach demonstrates promise for enhancing diabetes care.

AI에게 질문

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