Analyse de données physiologiques et classification de l'activité physique. Application à la mesure de l'observance des traitements en réadaptation.

分析身体的生理学和活动体质的分类。

• 批准号: 522843-2017
• 负责人: Mezghani, Neila
• 金额: $ 2.55万
• 依托单位: TÉLUQ
• 依托单位国家: 加拿大
• 项目类别: Collaborative Research and Development Grants
• 财政年份: 2019
• 资助国家: 加拿大
• 起止时间: 2019-01-01 至 2020-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=685443
• 关键词: Analyse; de; donn; es; physiologiques

The objective of this research project is to develop systems for classifying physical activity and analysing physiological data recorded by an intelligent textile. These systems will be used for the implementation of a tool to measure adherence to home rehabilitation treatment. The physiological data classification and analysis systems and the observance measurement tool will be integrated into the Hexoskin platform, an intelligent textile developed by our industrial partner Carré Technologies Inc. The development of these new tools has four specific objectives, each representing a milestone step. The first will focus on the development of a large database of data measured by Hexoskin and representing several classes of physical activity (Objective 1). The second will be to study the problem of classifying these data in order to develop robust methods that can recognize real-life activities in everyday life (Objective 2). The third phase will focus on an analysis of physiological data (cardiac and respiratory) based on physical activity classification (Objective 3). The final step will be the application of these methods to measure patient compliance in home rehabilitation (Objective 4). In addition to advancing knowledge in the field of shape classification and physiological data analysis, this project will enable the marketing of Hexoskin equipped with the observance measurement tool. This tool will have considerable benefits for patients, organisations and the partner. Home monitoring of rehabilitation patients will significantly reduce treatment costs while improving the quality of life for patients. In addition, it will promote the emergence of new forms of patient treatment management that are more effective than those using conventional conventional medical practice. Finally, this tool will strengthen the expertise of our industrial partner Carré Technologies in the medical technology field. The anticipated benefits will generate substantial spinoffs for the Canadian economy in the health sector.

该研究项目的目标是开发用于对身体活动进行分类并分析由智能纺织品记录的生理数据的系统。这些系统将用于实施一种工具，以衡量对家庭康复治疗的依从性。生理数据分类和分析系统以及观察测量工具将集成到Hexoskin平台中，这是一种由我们的工业合作伙伴Carré Technologies Inc.开发的智能纺织品。这些新工具的开发有四个具体目标，每一个都是一个里程碑。第一个将侧重于开发一个由Hexoskin测量的大型数据库，并代表几类身体活动（目标1）。第二个目标是研究对这些数据进行分类的问题，以便开发出能够识别日常生活中真实活动的可靠方法（目标2）。第三阶段将侧重于基于体力活动分类的生理数据（心脏和呼吸）分析（目标3）。最后一步将是应用这些方法来衡量病人在家庭康复（目标4）的依从性。除了推进形状分类和生理数据分析领域的知识外，该项目还将推动配备观察测量工具的Hexoskin的营销。该工具将为患者，组织和合作伙伴带来巨大的好处。对康复患者进行家庭监测将显著降低治疗成本，同时提高患者的生活质量。此外，它还将促进出现新的病人治疗管理形式，这些形式比使用传统医疗实践的形式更有效。最后，该工具将加强我们的工业合作伙伴Carré Technologies在医疗技术领域的专业知识。预期的好处将在卫生部门为加拿大经济带来巨大的附带利益。