A fully integrated wearable ultrasound system to monitor deep tissues in moving subjects

被引:165
作者
Lin, Muyang [1 ]
Zhang, Ziyang [2 ]
Gao, Xiaoxiang [1 ]
Bian, Yizhou [1 ]
Wu, Ray S. S. [1 ]
Park, Geonho [1 ]
Lou, Zhiyuan [1 ]
Zhang, Zhuorui [3 ]
Xu, Xiangchen [1 ]
Chen, Xiangjun [4 ]
Kang, Andrea [5 ]
Yang, Xinyi [4 ]
Yue, Wentong [1 ]
Yin, Lu [1 ]
Wang, Chonghe [3 ]
Qi, Baiyan [4 ]
Zhou, Sai [4 ]
Hu, Hongjie [1 ]
Huang, Hao [1 ]
Li, Mohan [5 ]
Gu, Yue [4 ,6 ]
Mu, Jing [4 ]
Yang, Albert [7 ]
Yaghi, Amer [1 ]
Chen, Yimu [1 ]
Lei, Yusheng [1 ,8 ]
Lu, Chengchangfeng [5 ]
Wang, Ruotao [1 ]
Wang, Joseph [1 ]
Xiang, Shu [9 ]
Kistler, Erik B. [7 ,10 ]
Vasconcelos, Nuno [5 ]
Xu, Sheng [1 ,4 ,5 ,7 ,11 ]
机构
[1] Univ Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Dept Comp Sci Engn, La Jolla, CA USA
[3] MIT, Dept Mech Engn, Cambridge, MA USA
[4] Univ Calif San Diego, Mat Sci & Engn Program, La Jolla, CA 92093 USA
[5] Univ Calif San Diego, Dept Elect & Comp Engn, La Jolla, CA 92093 USA
[6] Yale Univ, Dept Neurosurg, New Haven, CT USA
[7] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
[8] Stanford Univ, Dept Chem Engn, Stanford, CA USA
[9] Softsonics LLC, San Diego, CA USA
[10] Univ Calif San Diego, Dept Anesthesiol & Crit Care, La Jolla, CA USA
[11] Univ Calif San Diego, Sch Med, Dept Radiol, La Jolla, CA 92093 USA
基金
美国国家卫生研究院;
关键词
ARTERIAL STIFFNESS; STROKE VOLUME; EXERCISE; RISK;
D O I
10.1038/s41587-023-01800-0
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
A wearable ultrasound patch monitors subjects in motion using machine learning and wireless electronics. Recent advances in wearable ultrasound technologies have demonstrated the potential for hands-free data acquisition, but technical barriers remain as these probes require wire connections, can lose track of moving targets and create data-interpretation challenges. Here we report a fully integrated autonomous wearable ultrasonic-system-on-patch (USoP). A miniaturized flexible control circuit is designed to interface with an ultrasound transducer array for signal pre-conditioning and wireless data communication. Machine learning is used to track moving tissue targets and assist the data interpretation. We demonstrate that the USoP allows continuous tracking of physiological signals from tissues as deep as 164 mm. On mobile subjects, the USoP can continuously monitor physiological signals, including central blood pressure, heart rate and cardiac output, for as long as 12 h. This result enables continuous autonomous surveillance of deep tissue signals toward the internet-of-medical-things.
引用
收藏
页码:448 / 457
页数:22
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