Intelligent Coaching Assistant for the Promotion of Healthy Habits in a Multidomain mHealth-Based Intervention for Brain Health.
Intelligent Coaching Assistant for the Promotion of Healthy Habits in a Multidomain mHealth-Based Intervention for Brain Health.
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DOI：
10.3390/ijerph182010774
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发表时间：
2021-10-14
影响因子：
--
通讯作者：
Gómez EJ
中科院分区：
文献类型：
--
作者：
Moreno-Blanco D;Solana-Sánchez J;Sánchez-González P;Jiménez-Hernando M;Cattaneo G;Roca A;Gomes-Osman J;Tormos-Muñoz JM;Bartrés-Faz D;Pascual-Leone Á;Gómez EJ
大脑健康被定义为在给定的年龄发展和保持最佳的大脑完整性和神经网络功能。最近的研究将健康的习惯与在一生中更好地维持大脑健康联系在一起。作为巴塞罗那脑健康倡议(BBHI)的一部分，已经开发了一个mHealth平台，目的是帮助人们改善和监测他们的健康习惯，促进健康指导战略的实施。开发了一个名为智能教练助理(ICA)的决策支持系统(DSS)，以简化专业脑健康教练的工作，帮助他们以更有效的方式设计和监测对多领域干预措施的遵守情况。个性化推荐基于用户当前的健康习惯、个人偏好和激励方面。利用这些输入，定义初始用户简档，并且ICA应用用于确定最合适的个性化干预计划的算法。已经进行了初步验证，重点是评估解决方案的可行性和可用性，20名参与者参加了为期三周的验证。我们得出的结论是，这种基于技术的干预在现实世界中是可行的和可实施的。重要的是，决策支持系统生成的个性化干预方案是可行的，其可接受性和可用性很高。
Brain Health is defined as the development and preservation of optimal brain integrity and neural network functioning for a given age. Recent studies have related healthy habits with better maintenance of brain health across the lifespan. As a part of the Barcelona Brain Health Initiative (BBHI), a mHealth platform has been developed with the purpose of helping people to improve and monitor their healthy habits, facilitating the delivery of health coaching strategies. A decision support system (DSS), named Intelligent Coaching Assistant (ICA), has been developed to ease the work of professional brain health coaches, helping them design and monitor adherence to multidomain interventions in a more efficient manner. Personalized recommendations are based on users’ current healthy habits, individual preferences, and motivational aspects. Taking these inputs, an initial user profile is defined, and the ICA applies an algorithm for determining the most suitable personalized intervention plan. An initial validation has been done focusing on assessing the feasibility and usability of the solution, involving 20 participants for three weeks. We conclude that this kind of technology-based intervention is feasible and implementable in real-world settings. Importantly, the personalized intervention proposal generated by the DSS is feasible and its acceptability and usability are high.
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DOI：
10.1109/jbhi.2014.2354537
发表时间：
2015-01-01
影响因子：
7.7
作者：
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通讯作者：
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影响因子：
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作者：
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影响因子：
11
作者：
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通讯作者：
Martinez-Gonzalez, Miguel A.
影响因子：
2.7
作者：
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通讯作者：
Fields S
影响因子：
14
作者：
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Soininen, Hilkka