A fully integrated, standalone stretchable device platform with in-sensor adaptive machine learning for rehabilitation

• Published in: Nature communications Vol. 14; no. 1; pp. 7769 - 14
• Main Authors: Xu, Hongcheng, Zheng, Weihao, Zhang, Yang, Zhao, Daqing, Wang, Lu, Zhao, Yunlong, Wang, Weidong, Yuan, Yangbo, Zhang, Ji, Huo, Zimin, Wang, Yuejiao, Zhao, Ningjuan, Qin, Yuxin, Liu, Ke, Xi, Ruida, Chen, Gang, Zhang, Haiyan, Tang, Chu, Yan, Junyu, Ge, Qi, Cheng, Huanyu, Lu, Yang, Gao, Libo
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 27.11.2023; Nature Publishing Group; Nature Portfolio
• Subjects: 631/114/1305; 631/61; 639/166/985; 639/166/987; Accelerometers; Electric contacts; Equipment Design; Humanities and Social Sciences; Humans; Hydrogels; Learning algorithms; Machine learning; Monitoring; Motion; Movement; multidisciplinary; Muscles; Remote monitoring; Science; Science (multidisciplinary); Skin; Software; Vibrations; Wearable Electronic Devices

Post-surgical treatments of the human throat often require continuous monitoring of diverse vital and muscle activities. However, wireless, continuous monitoring and analysis of these activities directly from the throat skin have not been developed. Here, we report the design and validation of a ful...