智能制药监控系统与个性化药物计划和糖尿病患者的自我管理计划:开发和评估研究研究
Jian Xiao1,2, Mengyao Li1,3, Ruwen Cai1,3
1Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, China.
Journal of medical Internet research
|February 11, 2025
概括
一个新的糖尿病通用药物表 (DUMS) 系统提供可靠的糖尿病自我管理支持. 药剂师精制的DUMS输出显示出优于AI生成的计划的性能,提高了患者的护理.
科学领域:
- 数字健康数字健康
- 人工智能在医学中的应用
- 糖尿病管理 糖尿病管理
背景情况:
- 2型糖尿病发病率的上升给医疗保健系统带来了压力.
- 药理疗法至关重要,但受到复杂性和坚持问题的挑战.
- 人工智能和数字技术在糖尿病研究中的有限应用.
研究的目的:
- 开发糖尿病管理系统,以改善患者的自我管理支持.
- 与医疗保健专业人员一起评估系统的性能.
主要方法:
- 使用基于证据的数据创建了糖尿病通用药物表 (DUMS) 系统.
- 通过应用程序生成个性化的药物治疗计划和自我管理计划.
- 评估系统输出 (DUMS,药剂师精制,ChatGPT-4) 使用5分利克尔特等级.
主要成果:
- 开发了一个基于云的系统,拥有广泛的药物和相互作用数据.
- 个性化计划包括剂量,教育,饮食和生活方式建议.
- DUMS的表现优于ChatGPT-4;药剂师精制的DUMS在所有指标上都优越 (P<.001).
结论:
- 该DUMS系统提供可靠的糖尿病自我管理支持.
- 人工智能 (ChatGPT-4) 可以帮助医疗保健专业人员,但需要进一步优化.
- 药剂师的干预显著提高了数字糖尿病管理工具的有效性.
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