糖尿病护理中的人工智能:未来的应用,挑战和机遇
Rohit Parab1, Jenna M Feeley2, Maria Valero3
1Division of Endocrinology, Emory University School of Medicine, Atlanta, Georgia.
人工智能 (AI) 正通过改进诊断和治疗来彻底改变糖尿病护理. 这些人工智能应用程序提高了患者的治疗结果和生活质量,提供了个性化的护理途径.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能在医学中的应用
背景情况:
- 人工智能 (AI) 正在对临床医学产生重大影响,特别是在糖尿病管理方面.
- 人工智能提高了诊断准确度和治疗策略,旨在减少患者负担并改善生活质量.
研究的目的:
- 审查糖尿病护理中最新的人工智能应用.
- 探索AI在常规糖尿病实践中的能力,局限性和未来方向.
主要方法:
- 在PubMed,谷歌学者和ScienceDirect的综合文献搜索.
- 包括来自作者研究计划的新兴方法.
- 综合关键发现,以确定趋势,应用和结果.
主要成果:
- 人工智能和机器学习 (ML) 改善了对糖尿病并发症 (视网膜病变,神经病变) 的查.
- 人工智能增强了诊断,预后和治疗优化的临床决策支持.
- 新兴的人工智能解决方案包括非侵入性生物标志物识别,食分析,风险预测整合和自动化胰岛素输送.
结论:
- 人工智能的进步有望简化患者护理和个性化治疗计划.
- 人工智能有可能显著改善糖尿病患者的临床结果.
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