4.8 Article

Multichannel Flexible Pulse Perception Array for Intelligent Disease Diagnosis System

期刊

ACS NANO
卷 17, 期 6, 页码 5673-5685

出版社

AMER CHEMICAL SOC
DOI: 10.1021/acsnano.2c11897

关键词

flexible electronics; piezoresistive pressure sensor; sensor array; pulse detection; machine learning algorithm

向作者/读者索取更多资源

In this study, a multichannel flexible pulse perception array based on a PI/MPN/PI sandwich-structure pressure sensor was proposed for remote disease diagnosis. The results indicate that intelligent disease diagnosis systems have great potential applications in wearable healthcare devices.
Pressure sensors with high sensitivity, a wide linear range, and a quick response time are critical for building an intelligent disease diagnosis system that directly detects and recognizes pulse signals for medical and health applications. However, conventional pressure sensors have limited sensitivity and nonideal response ranges. We proposed a multichannel flexible pulse perception array based on polyimide/multiwalled carbon nanotube- polydimethylsiloxane nanocomposite/polyimide (PI/MPN/PI) sandwich-structure pressure sensor that can be applied for remote disease diagnosis. Furthermore, we established a mechanical model at the molecular level and guided the preparation of MPN. At the structural level, we achieved high sensitivity (35.02 kPa-1) and a broad response range (0-18 kPa) based on a pyramid-like bilayer microstructure with different upper and lower surfaces. A 27-channel (3 x 9) high-density sensor array was integrated at the device level, which can extract the spatial and temporal distribution information on a pulse. Furthermore, two intelligent algorithms were developed for extracting six-dimensional pulse information and automatic pulse recognition (the recognition rate reaches 97.8%). The results indicate that intelligent disease diagnosis systems have great potential applications in wearable healthcare devices.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.8
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据