开发一个人工智能增强的华法林相互作用检查平台
Monther Abdolmohsin Alsultan1, Mohammed Alabdulmuhsin2, Deema AlBunyan3
1Department of Pharmacy Practice, King Faisal University, College of Clinical Pharmacy, Al-Ahsa, Kingdom of Saudi Arabia.
PLOS digital health
|March 24, 2025
概括
华法检查 (Warfa-Check) 是一款由人工智能驱动的新应用程序,可以帮助阿拉伯语和英语发言者识别华法林药物相互作用. 该工具通过提供对潜在风险的清晰,彩色编码的警报,提高了患者安全和药物管理.
科学领域:
- 药理学 药理学是指药理学的学科.
- 医疗保健中的人工智能
- 患者安全 患者安全
背景情况:
- 华法林是一种常见的抗凝剂,由于其狭窄的治疗窗口和众多药物/食物相互作用,它提出了挑战.
- 有效的患者-提供者沟通对于管理华法林治疗和预防出血或血栓栓塞等不良事件至关重要.
- 语言障碍和复杂的相互作用使华法林管理复杂化,影响患者满意度和医疗保健质量.
研究的目的:
- 开发一个基于人工智能的双语 (阿拉伯语/英语) 网络应用程序Warfa-Check.
- 帮助用户识别潜在的华法林相关药物和食品相互作用.
- 为改善华法林使用者的药物安全性和患者-提供者沟通.
主要方法:
- 使用Python,Flask和OpenAI的GPT-4 API开发一个Web应用程序.
- 整合自然语言处理工具来解释用户输入 (文本,图片,语音).
- 实施数据驱动的验证,β测试和对相互作用严重性的彩色编码警报.
主要成果:
- 通过一个用户友好的界面,Warfa-Check成功地识别了潜在的华法林相互作用.
- 该应用程序提供了清晰的,配色的反,对相互作用的严重程度.
- 测试测试证实了应用程序在协助用户药物管理方面的有效性.
结论:
- 华法检查为提高华法林安全性和简化药物管理提供了有价值的工具.
- 双语AI应用程序解决了沟通障碍,并提高了患者的参与度.
- 未来的计划包括扩展到其他抗凝剂,并与电子健康记录 (EHR) 进行整合.
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