人工智能评估便质量指南使用智能手机应用程序管理肝脏脑病
Andrew Fagan1, Mary Leslie Gallagher1, Travis Mousel1
1Virginia Commonwealth University and Richmond VA Medical Center, Richmond, Virginia, USA.
The American journal of gastroenterology
|December 28, 2023
概括
饮食应用程序使用人工智能 (AI) 来评估便图像,改善患者对布里斯托尔便量表 (BSS) 和肝脏脑病的乳糖剂量的洞察力. 这种AI-BSS工具增强了治疗定位,以获得更好的患者结果.
科学领域:
- 肝病学 肝病学是一种肝病学.
- 医疗技术 医疗技术 医学技术
- 胃肠病学 胃肠病学
背景情况:
- 用乳糖治疗肝脑病症需要根据肠道排便频率进行仔细的定位.
- 布里斯托尔便尺度 (BSS) 是评估便一致性的宝贵工具,有助于治疗调整.
- 准确的BSS评估对患者来说可能是具有挑战性的,可能会影响治疗疗效.
研究的目的:
- 评估Dieta应用程序的基于人工智能的布里斯托尔便尺度 (AI-BSS),用于评估肝硬化患者的便特征.
- 为了确定应用程序的可接受性及其对患者对自我报告的BSS和乳糖剂量洞察力的影响.
- 探索AI-BSS,自我报告的BSS和乳糖剂量调整之间的相关性.
主要方法:
- 使用AI-BSS与便图像的Dieta应用程序被介绍给健康的对照组和接受乳糖治疗的肝硬化患者.
- 参与者提供了自我报告的BSS (自我BSS) 并获得AI-BSS反,跟踪了乳糖剂量变化.
- 一组参与者被重新评估,AI反被禁用,以评估AI沟通的影响.
主要成果:
- 大多数参与者发现Dieta应用程序是可以接受和舒适的.
- 自我BSS和AI-BSS之间的相关性,以及乳糖剂量和AI-BSS,随着应用程序的持续使用而得到改善.
- 随着时间的推移,AI-BSS通信增强了患者对自身BSS的理解,有助于治疗管理.
结论:
- 饮食应用程序是使用AI-BSS在肝硬化患者中评估便特征的可接受工具.
- 该应用程序改善了患者对便一致性和乳糖剂量之间的关系的洞察力,促进了优化治疗.
- AI-BSS有可能提高肝脏脑病的乳糖基疗法的定位.
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