论文标题
RPM3D项目:用于远程患者监控的3D运动学
The RPM3D project: 3D Kinematics for Remote Patient Monitoring
论文作者
论文摘要
该项目根据对使用智能手表捕获的3D运动的分析来探讨远程患者监视的可行性。我们基于人类快速运动运动学理论的分析。在Guttmann Institute5(神经居住医院)的实际情况下,我们在实际情况下验证了我们的研究,显示出令人鼓舞的结果。我们的工作可能会对远程医疗保健应用产生重大影响,提高医疗效率并降低医疗保健成本。未来的步骤包括更多临床验证,开发多模式分析架构(分析传感器,图像,音频等的数据),并探索我们技术在监测其他神经退行性疾病中的应用。
This project explores the feasibility of remote patient monitoring based on the analysis of 3D movements captured with smartwatches. We base our analysis on the Kinematic Theory of Rapid Human Movement. We have validated our research in a real case scenario for stroke rehabilitation at the Guttmann Institute5 (neurorehabilitation hospital), showing promising results. Our work could have a great impact in remote healthcare applications, improving the medical efficiency and reducing the healthcare costs. Future steps include more clinical validation, developing multi-modal analysis architectures (analysing data from sensors, images, audio, etc.), and exploring the application of our technology to monitor other neurodegenerative diseases.