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Reflecting health: smart mirrors for personalized medicine

机译:反映健康:个性化医疗的智能镜子

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Inexpensive embedded computing and the related Internet of Things technologies enable the recent development of smart products that can respond to human needs and improve everyday tasks in an attempt to make traditional environments more “intelligent”. Several projects have augmented mirrors for a range of smarter applications in automobiles and homes. The opportunity to apply smart mirror technology to healthcare to predict and to monitor aspects of health and disease is a natural but mostly underdeveloped idea. We envision that smart mirrors comprising a combination of intelligent hardware and software could identify subtle, yet clinically relevant changes in physique and appearance. Similarly, a smart mirror could record and evaluate body position and motion to identify posture and movement issues, as well as offer feedback for corrective actions. Successful development and implementation of smart mirrors for healthcare applications will require overcoming new challenges in engineering, machine learning, computer vision, and biomedical research. This paper examines the potential uses of smart mirrors in healthcare and explores how this technology might benefit users in various medical environments. We also provide a brief description of the state-of-the-art, including a functional prototype concept developed by our group, and highlight the directions to make this device more mainstream in health-related applications.
机译:廉价的嵌入式计算和相关的物联网技术推动了智能产品的最新开发,这些产品可以响应人类需求并改善日常工作,以使传统环境更加“智能”。一些项目增加了后视镜,以用于汽车和家庭中的各种智能应用。将智能镜技术应用于医疗保健以预测和监视健康和疾病方面的机会是自然的,但大多尚未得到开发。我们设想,由智能硬件和软件组成的智能镜可以识别出细微但与临床相关的体形和外观变化。同样,智能镜子可以记录和评估身体的位置和运动,以识别姿势和运动问题,并提供纠正措施的反馈。成功开发和实施用于医疗保健应用的智能镜将需要克服工程,机器学习,计算机视觉和生物医学研究中的新挑战。本文研究了智能镜在医疗保健中的潜在用途,并探讨了该技术如何使各种医疗环境的用户受益。我们还简要介绍了最新技术,包括由我们小组开发的功能性原型概念,并着重说明了使该设备在健康相关应用中更加主流的方向。

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