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肝脏并发症的质量审查和内容分析伊朗的移动应用:统计和机器学习方法

Farzaneh Kermani¹, Mahdi Mahmoodi², Mohammad Reza Nasiri²

¹Social Determinants of Health Research Center, Semnan University of Medical Sciences, Semnan, Iran; Department of Health Information Technology, Sorkheh School of Allied Medical Sciences, Semnan University of Medical Sciences, Semnan, Iran.

International journal of medical informatics

|February 19, 2025

概括

肝病管理的移动应用程序提供教育和计算工具,主要用于一般肝病和肝炎. 然而,这些应用程序往往缺乏足够和可靠的健康信息.

科学领域:

数字健康数字健康
肝病学肝病学是一种肝病学.
移动健康 (mHealth) 服务提供商

背景情况:

肝病是全球重要的健康问题,导致全球4%的死亡.
移动技术为治疗肝病提供了一个新的途径,需要确定高质量的应用程序.
评估移动应用程序的质量对于有效的肝病管理至关重要.

研究的目的:

评估与肝病管理相关的移动应用程序的质量.
为了确定可用的肝病应用程序的类型和功能.
使用移动应用评分表 (MARS) 评估应用程序.

主要方法:

进行了一项横截面描述和分析研究.
从主要应用商店到2023年评估波斯语和英语肝病移动应用程序.
使用移动应用程序评级表 (MARS) 进行质量评估,采用统计和机器学习分析.

主要成果:

确定了2044个应用程序,其中49个被选择用于分析,重点是一般性肝病 (40.82%),肝炎 (18.37%) 和脂肪肝病 (16.33%).
大多数应用程序的功能是计算器 (40.82%),而其他应用程序提供教育内容.
平均MARS质量评分为3.17,参与度 (4.20) 和功能性 (4.00) 的高分.

结论:

肝病移动应用程序涵盖教育,生活方式,计算和风险评估,主要用于一般肝病和肝炎.
尽管这些应用程序很有用,但它们在提供充足和可靠的信息方面存在缺陷.
需要进一步开发,以提高肝病移动应用程序的信息内容和可靠性.

关键词:

肝脏肝脏肝脏肝脏机器学习是机器学习.移动应用程序评级表 (MARS) 评级表移动应用程序移动应用程序

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