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为老年哀悼者开发eMental健康监测模块,使用模糊的认知地图

Lena Brandl^1,2, Lex van Velsen¹, Jeannette Brodbeck^3,4

¹Roessingh Research and Development, eHealth group, Enschede, The Netherlands.

|June 26, 2023

概括

本研究引入了电子心理健康服务的监测模块,以帮助寻求支持的老年人. 模糊认知地图 (FCM) 算法可以识别明显的风险情况,但在边界病例中需要改进.

科学领域:

数字心理健康数字心理健康
计算心理学的计算心理学.
老年学是一门学科.

背景情况:

有效的互联网干预措施将在线自助与专业指导相结合.
电子心理健康服务应引导用户在病情恶化时寻求专业护理.

研究的目的:

介绍电子心理健康服务的监测模块,以主动建议对老年哀悼者提供线下支持.
开发和评估用于老年人风险检测的模糊认知图 (FCM) 决策算法.

主要方法:

开发了一个监控模块,包含两个组件:一个用户配置文件和一个FCM决策算法.
用八名临床心理学家的投入配置了FCM,并使用四个虚构场景进行了测试.

主要成果:

该FCM算法有效地识别了明确的风险和安全情况.
该算法在正确分类边界病例方面存在挑战,基于分析提出了改进建议.

结论:

模糊的认知地图 (FCM) 为电子心理健康决策提供了潜力,因为数据隐私和可解释性.
需要明确的指导方针和最佳实践来开发电子心理健康应用中的FCM.

关键词:

在e心理健康中检测风险情况.电子健康电子健康电子心理健康电子心理健康模糊的认知地图.一般情况:老年人.一般:健康信息学医学:心理健康医学:心理健康

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