A fully integrated wearable ultrasound system to monitor deep tissues in moving subjects
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 a...
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Published in | Nature biotechnology Vol. 42; no. 3; pp. 448 - 457 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
New York
Nature Publishing Group US
01.03.2024
Nature Publishing Group |
Subjects | |
Online Access | Get full text |
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Abstract | 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.
A wearable ultrasound patch monitors subjects in motion using machine learning and wireless electronics. |
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AbstractList | 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. 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. 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.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.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. |
Author | Yin, Lu Park, Geonho Xu, Sheng Lu, Chengchangfeng Hu, Hongjie Wang, Chonghe Yaghi, Amer Zhang, Zhuorui Yang, Xinyi Zhang, Ziyang Qi, Baiyan Gu, Yue Lin, Muyang Gao, Xiaoxiang Xu, Xiangchen Yang, Albert Wang, Ruotao Li, Mohan Zhou, Sai Xiang, Shu Wu, Ray S. Yue, Wentong Chen, Xiangjun Chen, Yimu Vasconcelos, Nuno Lou, Zhiyuan Kang, Andrea Wang, Joseph Huang, Hao Mu, Jing Bian, Yizhou Kistler, Erik B. Lei, Yusheng |
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Diego – sequence: 7 givenname: Zhiyuan surname: Lou fullname: Lou, Zhiyuan organization: Department of Nanoengineering, University of California San Diego – sequence: 8 givenname: Zhuorui surname: Zhang fullname: Zhang, Zhuorui organization: Department of Mechanical Engineering, Massachusetts Institute of Technology – sequence: 9 givenname: Xiangchen surname: Xu fullname: Xu, Xiangchen organization: Department of Nanoengineering, University of California San Diego – sequence: 10 givenname: Xiangjun surname: Chen fullname: Chen, Xiangjun organization: Materials Science and Engineering Program, University of California San Diego – sequence: 11 givenname: Andrea surname: Kang fullname: Kang, Andrea organization: Department of Electrical and Computer Engineering, University of California San Diego – sequence: 12 givenname: Xinyi surname: Yang fullname: Yang, Xinyi organization: Materials Science and Engineering Program, University of California San Diego – sequence: 13 givenname: Wentong surname: Yue fullname: Yue, Wentong organization: Department of Nanoengineering, University of California San Diego – sequence: 14 givenname: Lu orcidid: 0000-0002-5075-5263 surname: Yin fullname: Yin, Lu organization: Department of Nanoengineering, University of California San Diego – sequence: 15 givenname: Chonghe surname: Wang fullname: Wang, Chonghe organization: Department of Mechanical Engineering, Massachusetts Institute of Technology – sequence: 16 givenname: Baiyan surname: Qi fullname: Qi, Baiyan organization: Materials Science and Engineering Program, University of California San Diego – sequence: 17 givenname: Sai surname: Zhou fullname: Zhou, Sai organization: Materials Science and Engineering Program, University of California San Diego – sequence: 18 givenname: Hongjie surname: Hu fullname: Hu, Hongjie organization: Department of Nanoengineering, University of California San Diego – sequence: 19 givenname: Hao surname: Huang fullname: Huang, Hao organization: Department 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Nanoengineering, University of California San Diego – sequence: 26 givenname: Yusheng surname: Lei fullname: Lei, Yusheng organization: Department of Nanoengineering, University of California San Diego, Department of Chemical Engineering, Stanford University – sequence: 27 givenname: Chengchangfeng orcidid: 0000-0003-3807-9917 surname: Lu fullname: Lu, Chengchangfeng organization: Department of Electrical and Computer Engineering, University of California San Diego – sequence: 28 givenname: Ruotao surname: Wang fullname: Wang, Ruotao organization: Department of Nanoengineering, University of California San Diego – sequence: 29 givenname: Joseph surname: Wang fullname: Wang, Joseph organization: Department of Nanoengineering, University of California San Diego – sequence: 30 givenname: Shu surname: Xiang fullname: Xiang, Shu organization: Softsonics LLC – sequence: 31 givenname: Erik B. surname: Kistler fullname: Kistler, Erik B. organization: Department of Bioengineering, University of California San Diego, Department of Anesthesiology and Critical Care, University of California San Diego – sequence: 32 givenname: Nuno surname: Vasconcelos fullname: Vasconcelos, Nuno organization: Department of Electrical and Computer Engineering, University of California San Diego – sequence: 33 givenname: Sheng orcidid: 0000-0002-3120-4992 surname: Xu fullname: Xu, Sheng email: shengxu@ucsd.edu organization: Department of Nanoengineering, University of California San Diego, Materials Science and Engineering Program, University of California San Diego, Department of Electrical and Computer Engineering, University of California San Diego, Department of Bioengineering, University of California San Diego, Department of Radiology, School of Medicine, University of California San Diego |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/37217752$$D View this record in MEDLINE/PubMed |
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Copyright | The Author(s), under exclusive licence to Springer Nature America, Inc. 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. 2023. The Author(s), under exclusive licence to Springer Nature America, Inc. |
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Snippet | Recent advances in wearable ultrasound technologies have demonstrated the potential for hands-free data acquisition, but technical barriers remain as these... |
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SubjectTerms | 631/443 692/700 Agriculture Algorithms Bandwidths Bioinformatics Biomedical and Life Sciences Biomedical Engineering/Biotechnology Biomedicine Biotechnology Blood pressure Cardiac output Circuit design Circuits Computer engineering Data acquisition Data communication Data interpretation Design Heart rate Humans Learning algorithms Life Sciences Machine learning Moving targets Physiology Preconditioning Receivers & amplifiers Skin Surveillance Tracking Ultrasonic imaging Ultrasound Veins & arteries Vital Signs Wearable Electronic Devices Wearable technology Wireless communications |
Title | A fully integrated wearable ultrasound system to monitor deep tissues in moving subjects |
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