Dem@Care实验和数据集:技术报告
The Dem@Care Experiments and Datasets: a Technical Report
摘要:
Dem@Care的目标是开发一个完整的系统,为痴呆症患者以及医疗专业人员和护理人员提供个人健康服务,通过使用多种传感器,对生活方式,周围环境和健康参数进行上下文感知,多参数监测。多传感器数据分析与智能决策机制相结合,将允许准确表示人的当前状态,并将向人和相关护理人员提供适当的反馈,从而增强标准临床工作流程。在项目框架内,开展了若干数据汇集活动,以协助技术开发和评价工作。在所有这些活动中,特别注意遵守道德准则和保护参与者的隐私。本技术报告简要介绍了(a)项目的主要目标,(b)主要道德原则和(c)已经创建的数据集。
英文摘要:
The objective of Dem@Care is the development of a complete system providing personal health services to people with dementia, as well as medical professionals and caregivers, by using a multitude of sensors, for context-aware, multi-parametric monitoring of lifestyle, ambient environment, and health parameters. Multi-sensor data analysis, combined with intelligent decision making mechanisms, will allow an accurate representation of the person's current status and will provide the appropriate feedback, both to the person and the associated caregivers, enhancing the standard clinical workflow. Within the project framework, several data collection activities have taken place to assist technical development and evaluation tasks. In all these activities, particular attention has been paid to adhere to ethical guidelines and preserve the participants' privacy. This technical report describes shorty the (a) the main objectives of the project, (b) the main ethical principles and (c) the datasets that have been already created.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。