Artificial intelligence in diabetes care: from predictive analytics to generative AI and implementation challenges

Generative artificial intelligence (GenAI) is transforming public health and medicine as well, in the form of disease surveillance, resource allocation and clinical decision making. Interventions to improve efficiency — multimodal predictive algorithms, federated learning platforms — reveal the inte...

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Bibliographic Details
Published in:	Frontiers in endocrinology (Lausanne) Vol. 16; p. 1620132
Main Authors:	Deng, Mengqi, Yang, Ruiye, Zheng, Xiaoran, Deng, Yaoqi, Jiang, Junyi
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media S.A 19.11.2025
Subjects:	algorithmic fairness Algorithms Artificial Intelligence - ethics Artificial Intelligence - trends Clinical Decision-Making data colonialism Diabetes Mellitus - diagnosis Diabetes Mellitus - therapy explainable AI generative artificial intelligence Humans medical AI governance public health informatics public health informatics medical AI governance ethical machine learning algorithmic fairness health equity explainable AI data colonialism generative artificial intelligence
ISSN:	1664-2392, 1664-2392
Online Access:	Get full text
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