智能技术驱动的糖尿病预防和控制:从信息化管理到人工智能
1Faculty of Arts and Social Sciences, University of Sydney, Sydney, NSW, Australia.
Science progress
|January 29, 2026
概括
像人工智能这样的智能技术正在改变糖尿病护理. 本综述探讨了信息管理和人工智能的进步,以改善糖尿病治疗和降低成本.
科学领域:
- 内分泌学和代谢性疾病
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
背景情况:
- 糖尿病是一种严重的全球健康负担,原因是患病率和并发症的增加.
- 低于最佳的医疗保健和自我管理策略会使糖尿病的结果恶化,特别是在发展中国家.
- 智能技术的进步为改善糖尿病治疗效率和降低成本提供了潜在的解决方案.
研究的目的:
- 对糖尿病护理中的信息管理和人工智能研究进行叙事审查.
- 讨论与这些技术的临床转化和应用相关的机遇和挑战.
- 为未来智能糖尿病护理研究和开发提供一个概念框架.
主要方法:
- 进行了叙事文学评论.
- 该审查遵循了叙事评论文章评估标准 (SANRA) 的指导方针.
- 综合了从信息管理到糖尿病人工智能的研究进展.
主要成果:
- 智能技术,包括信息管理系统和人工智能,在提高糖尿病治疗效率方面表现有前途.
- 这些技术有可能降低与糖尿病管理相关的成本.
- 审查确定了临床实施的关键机遇和挑战.
结论:
- 智能技术代表了糖尿病管理的范式转变,朝着更高效和更具成本效益的护理迈进.
- 成功的临床翻译需要解决已识别的挑战.
- 本综述提供了一个框架,以指导未来的智能糖尿病护理研究和开发.
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