All‐in‐One, Wireless, Stretchable Hybrid Electronics for Smart, Connected, and Ambulatory Physiological Monitoring
Commercially available health monitors rely on rigid electronic housing coupled with aggressive adhesives and conductive gels, causing discomfort and inducing skin damage. Also, research‐level skin‐wearable devices, while excelling in some aspects, fall short as concept‐only presentations due to the...
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Published in | Advanced science Vol. 6; no. 17; pp. 1900939 - n/a |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Germany
John Wiley & Sons, Inc
01.09.2019
John Wiley and Sons Inc Wiley |
Subjects | |
Online Access | Get full text |
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Abstract | Commercially available health monitors rely on rigid electronic housing coupled with aggressive adhesives and conductive gels, causing discomfort and inducing skin damage. Also, research‐level skin‐wearable devices, while excelling in some aspects, fall short as concept‐only presentations due to the fundamental challenges of active wireless communication and integration as a single device platform. Here, an all‐in‐one, wireless, stretchable hybrid electronics with key capabilities for real‐time physiological monitoring, automatic detection of signal abnormality via deep‐learning, and a long‐range wireless connectivity (up to 15 m) is introduced. The strategic integration of thin‐film electronic layers with hyperelastic elastomers allows the overall device to adhere and deform naturally with the human body while maintaining the functionalities of the on‐board electronics. The stretchable electrodes with optimized structures for intimate skin contact are capable of generating clinical‐grade electrocardiograms and accurate analysis of heart and respiratory rates while the motion sensor assesses physical activities. Implementation of convolutional neural networks for real‐time physiological classifications demonstrates the feasibility of multifaceted analysis with a high clinical relevance. Finally, in vivo demonstrations with animals and human subjects in various scenarios reveal the versatility of the device as both a health monitor and a viable research tool.
Continuous and ambulatory assessment of health conditions, such as cardiac abnormalities, heart and respiratory rates, and activity detection, is enabled by the development of a stretchable hybrid electronic platform based on thin‐film metals, miniature chip packages, and strategic integration of hyperelastic polymers, suggesting a new standard for multifunctional health monitoring in both clinical and research settings. |
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AbstractList | Commercially available health monitors rely on rigid electronic housing coupled with aggressive adhesives and conductive gels, causing discomfort and inducing skin damage. Also, research‐level skin‐wearable devices, while excelling in some aspects, fall short as concept‐only presentations due to the fundamental challenges of active wireless communication and integration as a single device platform. Here, an all‐in‐one, wireless, stretchable hybrid electronics with key capabilities for real‐time physiological monitoring, automatic detection of signal abnormality via deep‐learning, and a long‐range wireless connectivity (up to 15 m) is introduced. The strategic integration of thin‐film electronic layers with hyperelastic elastomers allows the overall device to adhere and deform naturally with the human body while maintaining the functionalities of the on‐board electronics. The stretchable electrodes with optimized structures for intimate skin contact are capable of generating clinical‐grade electrocardiograms and accurate analysis of heart and respiratory rates while the motion sensor assesses physical activities. Implementation of convolutional neural networks for real‐time physiological classifications demonstrates the feasibility of multifaceted analysis with a high clinical relevance. Finally, in vivo demonstrations with animals and human subjects in various scenarios reveal the versatility of the device as both a health monitor and a viable research tool. Commercially available health monitors rely on rigid electronic housing coupled with aggressive adhesives and conductive gels, causing discomfort and inducing skin damage. Also, research‐level skin‐wearable devices, while excelling in some aspects, fall short as concept‐only presentations due to the fundamental challenges of active wireless communication and integration as a single device platform. Here, an all‐in‐one, wireless, stretchable hybrid electronics with key capabilities for real‐time physiological monitoring, automatic detection of signal abnormality via deep‐learning, and a long‐range wireless connectivity (up to 15 m) is introduced. The strategic integration of thin‐film electronic layers with hyperelastic elastomers allows the overall device to adhere and deform naturally with the human body while maintaining the functionalities of the on‐board electronics. The stretchable electrodes with optimized structures for intimate skin contact are capable of generating clinical‐grade electrocardiograms and accurate analysis of heart and respiratory rates while the motion sensor assesses physical activities. Implementation of convolutional neural networks for real‐time physiological classifications demonstrates the feasibility of multifaceted analysis with a high clinical relevance. Finally, in vivo demonstrations with animals and human subjects in various scenarios reveal the versatility of the device as both a health monitor and a viable research tool. Continuous and ambulatory assessment of health conditions, such as cardiac abnormalities, heart and respiratory rates, and activity detection, is enabled by the development of a stretchable hybrid electronic platform based on thin‐film metals, miniature chip packages, and strategic integration of hyperelastic polymers, suggesting a new standard for multifunctional health monitoring in both clinical and research settings. Abstract Commercially available health monitors rely on rigid electronic housing coupled with aggressive adhesives and conductive gels, causing discomfort and inducing skin damage. Also, research‐level skin‐wearable devices, while excelling in some aspects, fall short as concept‐only presentations due to the fundamental challenges of active wireless communication and integration as a single device platform. Here, an all‐in‐one, wireless, stretchable hybrid electronics with key capabilities for real‐time physiological monitoring, automatic detection of signal abnormality via deep‐learning, and a long‐range wireless connectivity (up to 15 m) is introduced. The strategic integration of thin‐film electronic layers with hyperelastic elastomers allows the overall device to adhere and deform naturally with the human body while maintaining the functionalities of the on‐board electronics. The stretchable electrodes with optimized structures for intimate skin contact are capable of generating clinical‐grade electrocardiograms and accurate analysis of heart and respiratory rates while the motion sensor assesses physical activities. Implementation of convolutional neural networks for real‐time physiological classifications demonstrates the feasibility of multifaceted analysis with a high clinical relevance. Finally, in vivo demonstrations with animals and human subjects in various scenarios reveal the versatility of the device as both a health monitor and a viable research tool. Commercially available health monitors rely on rigid electronic housing coupled with aggressive adhesives and conductive gels, causing discomfort and inducing skin damage. Also, research-level skin-wearable devices, while excelling in some aspects, fall short as concept-only presentations due to the fundamental challenges of active wireless communication and integration as a single device platform. Here, an all-in-one, wireless, stretchable hybrid electronics with key capabilities for real-time physiological monitoring, automatic detection of signal abnormality via deep-learning, and a long-range wireless connectivity (up to 15 m) is introduced. The strategic integration of thin-film electronic layers with hyperelastic elastomers allows the overall device to adhere and deform naturally with the human body while maintaining the functionalities of the on-board electronics. The stretchable electrodes with optimized structures for intimate skin contact are capable of generating clinical-grade electrocardiograms and accurate analysis of heart and respiratory rates while the motion sensor assesses physical activities. Implementation of convolutional neural networks for real-time physiological classifications demonstrates the feasibility of multifaceted analysis with a high clinical relevance. Finally, in vivo demonstrations with animals and human subjects in various scenarios reveal the versatility of the device as both a health monitor and a viable research tool.Commercially available health monitors rely on rigid electronic housing coupled with aggressive adhesives and conductive gels, causing discomfort and inducing skin damage. Also, research-level skin-wearable devices, while excelling in some aspects, fall short as concept-only presentations due to the fundamental challenges of active wireless communication and integration as a single device platform. Here, an all-in-one, wireless, stretchable hybrid electronics with key capabilities for real-time physiological monitoring, automatic detection of signal abnormality via deep-learning, and a long-range wireless connectivity (up to 15 m) is introduced. The strategic integration of thin-film electronic layers with hyperelastic elastomers allows the overall device to adhere and deform naturally with the human body while maintaining the functionalities of the on-board electronics. The stretchable electrodes with optimized structures for intimate skin contact are capable of generating clinical-grade electrocardiograms and accurate analysis of heart and respiratory rates while the motion sensor assesses physical activities. Implementation of convolutional neural networks for real-time physiological classifications demonstrates the feasibility of multifaceted analysis with a high clinical relevance. Finally, in vivo demonstrations with animals and human subjects in various scenarios reveal the versatility of the device as both a health monitor and a viable research tool. |
Author | Kim, Yun‐Soung Kim, Donghyun Yeo, Woon‐Hong Mahmood, Musa Herbert, Robert Kwon, Shinjae Cho, Hee Cheol Kim, Nam Kyun Lee, Yongkuk |
AuthorAffiliation | 3 Department of Pediatrics School of Medicine Emory University Atlanta GA 30322 USA 7 Center for Flexible and Wearable Electronics Advanced Research Institute for Materials Neural Engineering Center Georgia Institute of Technology Atlanta GA 30332 USA 6 Wallace H. Coulter Department of Biomedical Engineering Parker H. Petit Institute for Bioengineering and Biosciences Georgia Institute of Technology and Emory University Atlanta GA 30332 USA 1 George W. Woodruff School of Mechanical Engineering Institute for Electronics and Nanotechnology Georgia Institute of Technology Atlanta GA 30332 USA 5 Department of Surgery Yonsei University Wonju College of Medicine Wonju Gangwon‐do 220701 South Korea 4 Department of Pediatrics Yonsei University College of Medicine Seoul 03722 South Korea 2 Department of Biomedical Engineering Wichita State University Wichita KS 67260 USA |
AuthorAffiliation_xml | – name: 6 Wallace H. Coulter Department of Biomedical Engineering Parker H. Petit Institute for Bioengineering and Biosciences Georgia Institute of Technology and Emory University Atlanta GA 30332 USA – name: 4 Department of Pediatrics Yonsei University College of Medicine Seoul 03722 South Korea – name: 2 Department of Biomedical Engineering Wichita State University Wichita KS 67260 USA – name: 7 Center for Flexible and Wearable Electronics Advanced Research Institute for Materials Neural Engineering Center Georgia Institute of Technology Atlanta GA 30332 USA – name: 3 Department of Pediatrics School of Medicine Emory University Atlanta GA 30322 USA – name: 5 Department of Surgery Yonsei University Wonju College of Medicine Wonju Gangwon‐do 220701 South Korea – name: 1 George W. Woodruff School of Mechanical Engineering Institute for Electronics and Nanotechnology Georgia Institute of Technology Atlanta GA 30332 USA |
Author_xml | – sequence: 1 givenname: Yun‐Soung surname: Kim fullname: Kim, Yun‐Soung organization: Georgia Institute of Technology – sequence: 2 givenname: Musa surname: Mahmood fullname: Mahmood, Musa organization: Georgia Institute of Technology – sequence: 3 givenname: Yongkuk surname: Lee fullname: Lee, Yongkuk organization: Wichita State University – sequence: 4 givenname: Nam Kyun surname: Kim fullname: Kim, Nam Kyun organization: Yonsei University College of Medicine – sequence: 5 givenname: Shinjae surname: Kwon fullname: Kwon, Shinjae organization: Georgia Institute of Technology – sequence: 6 givenname: Robert surname: Herbert fullname: Herbert, Robert organization: Georgia Institute of Technology – sequence: 7 givenname: Donghyun surname: Kim fullname: Kim, Donghyun organization: Yonsei University Wonju College of Medicine – sequence: 8 givenname: Hee Cheol surname: Cho fullname: Cho, Hee Cheol email: heecheol.cho@emory.edu organization: Georgia Institute of Technology and Emory University – sequence: 9 givenname: Woon‐Hong orcidid: 0000-0002-5526-3882 surname: Yeo fullname: Yeo, Woon‐Hong email: whyeo@gatech.edu organization: Georgia Institute of Technology |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/31508289$$D View this record in MEDLINE/PubMed |
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Copyright | 2019 The Authors. Published by WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim 2019. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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Keywords | physiological signals ambulatory cardiac monitoring stretchable hybrid electronics wearable electronics |
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Snippet | Commercially available health monitors rely on rigid electronic housing coupled with aggressive adhesives and conductive gels, causing discomfort and inducing... Abstract Commercially available health monitors rely on rigid electronic housing coupled with aggressive adhesives and conductive gels, causing discomfort and... |
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SubjectTerms | Adhesives ambulatory cardiac monitoring Cardiac arrhythmia Connectivity Elastomers Electrodes Electronics Heart Nanotechnology Noise physiological signals Physiology Signal processing Silicon wafers Skin stretchable hybrid electronics Thin films wearable electronics |
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Title | All‐in‐One, Wireless, Stretchable Hybrid Electronics for Smart, Connected, and Ambulatory Physiological Monitoring |
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