Application and prospect of artificial intellingence in diabetes care.

Medical review (Berlin, Germany) Pub Date : 2023-02-17 eCollection Date: 2023-02-01 DOI:10.1515/mr-2022-0039
Weiping Jia, Edwin B Fisher
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引用次数: 0

Abstract

Diabetes is one of the fastest-growing non-communicable diseases, becoming an important public health concern worldwide as well as in China. Currently, China has the largest population living with diabetes. Artificial intelligence (AI) is a fast-growing field and its applications to diabetes could enable the delivery of better management services for people with diabetes. This perspective summarized the latest findings of digital technologies and AI use in the following areas of diabetes care, mainly including screening and risk predictions of diabetes and diabetic complications, precise monitoring and intervention combined with new technologies, and mobile health application in self-management support for people with diabetes. Challenges to promote further use of AI in diabetes care included data standardization and integration, performance of AI-based medical devices, motivation of patients, and sensitivity to privacy. In summary, although the AI applications in clinical practice is still at an early stage, we are moving toward a new paradigm for diabetes care with the rapid development and emerging application of AI.

人工智能在糖尿病护理中的应用与展望。
糖尿病是增长最快的非传染性疾病之一,在世界范围内和中国都成为一个重要的公共卫生问题。目前,中国是糖尿病患者最多的国家。人工智能是一个快速发展的领域,它在糖尿病方面的应用可以为糖尿病患者提供更好的管理服务。该观点总结了数字技术和人工智能在以下糖尿病护理领域的最新发现,主要包括糖尿病和糖尿病并发症的筛查和风险预测、结合新技术的精确监测和干预,以及移动健康在糖尿病患者自我管理支持中的应用。促进人工智能在糖尿病护理中进一步使用的挑战包括数据标准化和集成、基于人工智能的医疗设备的性能、患者的动机以及对隐私的敏感性。总之,尽管人工智能在临床实践中的应用仍处于早期阶段,但随着人工智能的快速发展和新兴应用,我们正在朝着糖尿病护理的新范式迈进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
1.30
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0.00%
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