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Stretchable multifunctional wearable system for real-time and on-demand thermotherapy of arthritis
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作者 Zehan Liu Xihan Wang +9 位作者 Yiyang He Weiqiang Hong Peng Sun Weitao Liu Dong Ye Zhuoqing Yang Xuewen Wang Mengxi Wu Liding Wang Junshan Liu 《Microsystems & Nanoengineering》 2025年第3期331-342,共12页
Thermotherapy is a conventional and effective physiotherapy for arthritis.However,the current thermotherapy devices are often bulky and lack real-time temperature feedback and self-adjustment functions.Here,we develop... Thermotherapy is a conventional and effective physiotherapy for arthritis.However,the current thermotherapy devices are often bulky and lack real-time temperature feedback and self-adjustment functions.Here,we developed a multifunctional wearable system for real-time thermotherapy of arthritic joints based on a multilayered flexible electronic device consisting of homomorphic hollow thin-film sensors and heater.The kirigami−serpentine thin-film sensors provide stretchability and rapid response to changes in environmental temperature and humidity,and the homomorphic design offers easy de-coupling of dual-modal sensing signals.Based on a closed-loop control,the thin-film Joule heater exhibits rapid and stable temperature regulation capability,with thermal response time<1's and maximum deviation<0.4℃ at 45℃.Based on the multifunctional wearable system,we developed a series of user-friendly gears and demonstrated programmable on-demand thermotherapy,real-time personal thermal management,thermal dehumidification,and relief of the pain via increasing blood perfusion.Our innovation offers a promising solution for arthritis management and has the potential to benefit the well-being of thousands of patients. 展开更多
关键词 thermotherapy devices real time thermotherapy arthritic joints arthritis management multilayered flexible electronic device multifunctional wearable system stretchable wearable system multifunctional electronic device
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Research and exploration of a panoramic situation-aware embodied intelligent wearable system
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作者 Yang Hai Miao Hai Li Wang 《Advances in Engineering Innovation》 2026年第3期22-32,共11页
In response to the core limitations of traditional smart wearable devices—namely passive data acquisition,imbalanced functional integration,and insufficient human–machine collaboration—this study deeply integrates ... In response to the core limitations of traditional smart wearable devices—namely passive data acquisition,imbalanced functional integration,and insufficient human–machine collaboration—this study deeply integrates embodied intelligence with wearable technologies and proposes a panoramic situation-aware embodied intelligent wearable system for high-risk operations,medical monitoring,and elderly care.A multimodal fusion technical architecture is adopted,following the pathway of"active perception–dynamic decision-making–natural interaction,"thereby upgrading wearable systems from"tool-level data acquisition"to"partner-level intelligent collaboration."Application results demonstrate that the system reduces accident rates in electric power operations by 73%,increases the blood glucose compliance rate among diabetic patients by 42%,and shortens fall response time for elderly individuals living alone to within 20 seconds. 展开更多
关键词 embodied intelligence situation awareness smart wearables partner-level intelligent collaboration Xinhuo Public Welfare
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A wearable self-charging power system integrating micro-supercapacitors and triboelectric nanogenerators with MXene-coated fabric as conductive layer 被引量:1
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作者 Jiacheng Fan Chenfang Lou +4 位作者 Pinghao Cui Qixun Xia Libo Wang Yukai Chang Aiguo Zhou 《Advanced Powder Materials》 2025年第6期128-137,共10页
Self-charging power systems are required for wearable electronic devices to provide energy supply.However,low charging efficiency,complex preparation process and poor wearability limit its application.Herein,a highly ... Self-charging power systems are required for wearable electronic devices to provide energy supply.However,low charging efficiency,complex preparation process and poor wearability limit its application.Herein,a highly efficient,wearable self-charging power system is reported,which consists of a triboelectric nanogenerator(TENG)with fabric coated by MXene paste as conductive layer and micro-supercapacitors(MSCs)with graphene films as electrode.The conductive layer of TENG was prepared by dip-spin coating MXene paste on cotton fabric.The electrodes of MSCs were made by mask-assisted vacuum filtration of graphene solution.The TENG conductive layer and MSCs electrodes with electrolyte were encapsulated by two identical silicone rubbers.The silicon rubbers work as triboelectric layer of the TENG as well as the protective layers of the self-charging power system.The cotton fabrics and silicon rubbers provide strength and flexibility for the system.The MXene paste on cotton fabrics provides excellent energy harvesting ability of TENG due to high conductivity and high charge trapping ability.The TENG can harvest the energy of pressing by a palm.After 147 s of continually pressing/releasing cycles,the collected energy can charge 2 series-connected MSCs array to 1.6 V,which can power an electronic watch for 25 s.Compared with similar systems,this self-charging system was constructed by a simple method from low cost starting materials and exhibits ultra-high performance.The research provides an easy and economical solution of self-charge system for wearable electronic devices. 展开更多
关键词 MXene Triboelectric nanogenerators Micro-supercapacitors Self-charging wearable electronic devices
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Wearable Biodevices Based on Two-Dimensional Materials:From Flexible Sensors to Smart Integrated Systems 被引量:1
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作者 Yingzhi Sun Weiyi He +3 位作者 Can Jiang Jing Li Jianli Liu Mingjie Liu 《Nano-Micro Letters》 2025年第5期207-255,共49页
The proliferation of wearable biodevices has boosted the development of soft,innovative,and multifunctional materials for human health monitoring.The integration of wearable sensors with intelligent systems is an over... The proliferation of wearable biodevices has boosted the development of soft,innovative,and multifunctional materials for human health monitoring.The integration of wearable sensors with intelligent systems is an overwhelming tendency,providing powerful tools for remote health monitoring and personal health management.Among many candidates,two-dimensional(2D)materials stand out due to several exotic mechanical,electrical,optical,and chemical properties that can be efficiently integrated into atomic-thin films.While previous reviews on 2D materials for biodevices primarily focus on conventional configurations and materials like graphene,the rapid development of new 2D materials with exotic properties has opened up novel applications,particularly in smart interaction and integrated functionalities.This review aims to consolidate recent progress,highlight the unique advantages of 2D materials,and guide future research by discussing existing challenges and opportunities in applying 2D materials for smart wearable biodevices.We begin with an in-depth analysis of the advantages,sensing mechanisms,and potential applications of 2D materials in wearable biodevice fabrication.Following this,we systematically discuss state-of-the-art biodevices based on 2D materials for monitoring various physiological signals within the human body.Special attention is given to showcasing the integration of multi-functionality in 2D smart devices,mainly including self-power supply,integrated diagnosis/treatment,and human–machine interaction.Finally,the review concludes with a concise summary of existing challenges and prospective solutions concerning the utilization of2D materials for advanced biodevices. 展开更多
关键词 Two-dimensional material wearable biodevice Flexible sensor Smart integrated system Healthcare
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Computationally-assisted wearable system for continuous cortisol monitoring 被引量:1
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作者 Ying Liu Xiaoyu Su +3 位作者 Peidi Fan Xin Liu Yuxiang Pan Jianfeng Ping 《Science Bulletin》 2025年第12期2004-2013,共10页
Continuous cortisol monitoring(CCM)is essential for stress management,providing physiological insights into psychology and physical health.However,promising platform for CCM urges the design of effective biorecognitio... Continuous cortisol monitoring(CCM)is essential for stress management,providing physiological insights into psychology and physical health.However,promising platform for CCM urges the design of effective biorecognition moieties and the skin integration of sophisticated functions.Herein,we present a computationally-assisted wearable system for CCM(CWSCCM)that leverages cutting-edge interdisciplinary technologies of in-situ regenerative molecularly imprinted polymers(MIP),signal amplifier organic electrochemical transistor(OECT),iontophoresis-based sweat induction,and microfluidic sweat sampling.The highly integrated system incorporated with OECT biosensor enables in-situ MIP regeneration,and offers continuous approach for cortisol monitoring,with an ultra-low limit of detection of0.36 nmol/L.We validated the capability of the CWSCCM for long-term cortisol circadian rhythm monitoring in human participants,which shows superior sensitivity,selectivity,and continuous monitoring capabilities.In conclusion,we demonstrated how computational chemistry and OECT technology can extend the capabilities of current wearable CCM,which could potentially advance closed-loop therapeutics applications. 展开更多
关键词 Continuous cortisol monitoring Computational chemistry Organic electrochemical transistors wearable biosensor Molecularly imprinted polymer Printing electronics
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Advancements in flexible Perovskite solar cells and their integration into self-powered wearable optoelectronic systems
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作者 Ghazanfar Nazir Adeela Rehman +6 位作者 Jagadis Gautam Muhammad Ikram Sajjad Hussain Sikandar Aftab Kwang Heo Seul-Yi Lee Soo-Jin Park 《Advanced Powder Materials》 2025年第4期81-118,共38页
Driven by rapid advancements in smart wearable technologies and perovskite photovoltaics,flexible perovskite solar cells(FPSCs)have emerged as highly promising autonomous power sources,poised to transform the next gen... Driven by rapid advancements in smart wearable technologies and perovskite photovoltaics,flexible perovskite solar cells(FPSCs)have emerged as highly promising autonomous power sources,poised to transform the next generation of mobile energy systems,portable electronics,and integrated wearable devices.For successful deployment in real-world scenarios,FPSCs must exhibit a combination of key attributes,including high power conversion efficiency,lightweight architecture,environmental robustness,and mechanical adaptability-encompassing flexibility,stretchability,and twistability.This review provides a detailed examination of the evolution,current state,and practical deployment of FPSCs,emphasizing their potential as efficient,portable energy solutions.It investigates advanced strategies for improving environmental resilience and mechanical recoverability,including the engineering of flexible substrates,deposition of high-quality perovskite films,and optimization of charge-selective interfaces.Additionally,it offers a systematic analysis of device design,fabrication protocols,scalable printing techniques,and standardized performance evaluation methods tailored for wearable FPSCs.Recent progress in enhancing the optoelectronic properties and mechanical durability of FPSCs is also critically reviewed.Ultimately,this work delivers a comprehensive perspective on FPSCs from both optoelectronic and mechanical viewpoints,identifies key challenges,and outlines future research pathways toward the seamless integration of FPSCs into multifunctional,next-generation wearable systems. 展开更多
关键词 Flexible perovskite solar cells wearable electronics Power conversion efficiency Environmental stability Mechanical versatility
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Wearable Multifunctional Health Monitoring Systems Enabled by Ultrafast Flash-Induced 3D Porous Graphene
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作者 Se Jin Choi Chan Hyeok Kim +13 位作者 Jeong Hyeon Kim Kang Hyeon Kim Sang Yoon Park Yu Jin Ko Hosung Kang Young Bin Kim Yu Mi Woo Jae Young Seok Bongchul Kang Chang Kyu Jeong Kwi-Il Park Geon-Tae Hwang Jung Hwan Park Han Eol Lee 《Energy & Environmental Materials》 2025年第4期259-269,共11页
A wearable health monitoring system is a promising device for opening the era of the fourth industrial revolution due to increasing interest in health among modern people.Wearable health monitoring systems were demons... A wearable health monitoring system is a promising device for opening the era of the fourth industrial revolution due to increasing interest in health among modern people.Wearable health monitoring systems were demonstrated by several researchers,but still have critical issues of low performance,inefficient and complex fabrication processes.Here,we present the world’s first wearable multifunctional health monitoring system based on flash-induced porous graphene(FPG).FPG was efficiently synthesized via flash lamp,resulting in a large area in four milliseconds.Moreover,to demonstrate the sensing performance of FPG,a wearable multifunctional health monitoring system was fabricated onto a single substrate.A carbon nanotube-polydimethylsiloxane(CNT-PDMS)nanocomposite electrode was successfully formed on the uneven FPG surface using screen printing.The performance of the FPG-based wearable multifunctional health monitoring system was enhanced by the large surface area of the 3D-porous structure FPG.Finally,the FPG-based wearable multifunctional health monitoring system effectively detected motion,skin temperature,and sweat with a strain GF of 2564.38,a linear thermal response of 0.98Ω℃^(-1) under the skin temperature range,and a low ion detection limit of 10μM. 展开更多
关键词 flash-induced porous graphene nanocomposite-based electrode real-time biosignal monitoring screen printing wearable multifunctional sensor
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Fully integrated wearable control system for micro/nanorobot navigation
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作者 Zhanxiang Zhang Lin Wang +8 位作者 Fengqi Jiang Shimin Yu Fengtong Ji Tianhao Sun He Zhang Yanhe Zhu Hao Chang Tianlong Li Jie Zhao 《International Journal of Extreme Manufacturing》 2025年第3期505-517,共13页
Micro/nanorobots have exhibited excellent application potential in the biomedical field,such as drug delivery,minimally invasive surgery,and bio-sensing.Furthermore,in order to achieve practical application,it is esse... Micro/nanorobots have exhibited excellent application potential in the biomedical field,such as drug delivery,minimally invasive surgery,and bio-sensing.Furthermore,in order to achieve practical application,it is essential for swimming micro/nanorobots to navigate towards specific targets or adjust their speed and morphology in complete environments.The navigation of swimming micro/nanorobots with temporal and spatial precision is critical for fulfilling the demand of applications.Here,we introduced a fully integrated wearable control system for micro/nanorobots navigation and manipulation,which is composed of a multifunctional sensor array,an artificial intelligence(AI)planner,and a magnetic field generator.The sensor array could perceive real-time changes in gestures,wrist rotation,and acoustic signals.AI planner based on machine learning offers adaptive path planning in response to dynamically changing signals to generate magnetic fields for the on-demand manipulation of micro/nanorobots.Such a novel,feasible control strategy was validated in the biological experiment in which cancer cells were targeted and killed by photothermal therapy using micro/nanorobots and integrated control platform.This wearable control system could play a crucial role in future intelligent medical applications and could be easily reconfigured toward other medical robots’control. 展开更多
关键词 micro/nanorobot wearable control system machine learning targeted delivery
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MXene-Based Wearable Contact Lenses: Integrating Smart Technology into Vision Care
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作者 Arezoo Khosravi Atefeh Zarepour +1 位作者 Ali Zarrabi Siavash Iravani 《Nano-Micro Letters》 2026年第1期490-508,共19页
MXene-based smart contact lenses demonstrate a cutting-edge advancement in wearable ophthalmic technology,combining real-time biosensing,therapeutic capabilities,and user comfort in a single platform.These devices tak... MXene-based smart contact lenses demonstrate a cutting-edge advancement in wearable ophthalmic technology,combining real-time biosensing,therapeutic capabilities,and user comfort in a single platform.These devices take the advantage of the exceptional electrical conductivity,mechanical flexibility,and biocompatibility of two-dimensional MXenes to enable noninvasive,tear-based monitoring of key physiological markers such as intraocular pressure and glucose levels.Recent developments focus on the integration of transparent MXene films into the conventional lens materials,allowing multifunctional performance including photothermal therapy,antimicrobial and anti-inflammation protection,and dehydration resistance.These innovations offer promising strategies for ocular disease management and eye protection.In addition to their multifunctionality,improvements in MXene synthesis and device engineering have enhanced the stability,transparency,and wearability of these lenses.Despite these advances,challenges remain in long-term biostability,scalable production,and integration with wireless communication systems.This review summarizes the current progress,key challenges,and future directions of MXene-based smart contact lenses,highlighting their transformative potential in next-generation digital healthcare and ophthalmic care. 展开更多
关键词 MXenes wearable contact lenses Intraocular lenses Drug delivery wearable electronics
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Oral wearable biochemical sensors:towards comfortable,intelligent,and networked digital health
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作者 Kai-Xiang Xu Xin-Yi Qu +1 位作者 Pui Wing Yap Jian-Hua Zhou 《Biomedical Engineering Communications》 2026年第2期1-3,共3页
Wearable sensors have revolutionized health monitoring by transitioning from clinical diagnostics to continuous,real-time applications in daily life.The oral cavity,rich in saliva containing over 1,000 biomarkers that... Wearable sensors have revolutionized health monitoring by transitioning from clinical diagnostics to continuous,real-time applications in daily life.The oral cavity,rich in saliva containing over 1,000 biomarkers that reflect systemic health(e.g.,glucose,cortisol,and inflammatory markers)[1],offers the advantage of non-invasive sampling.Its superior environmental stability and strong connection to key physiological processes make it an ideal candidate in the field of digital medicine,serving as a natural gateway to personalized health monitoring.Therefore,the oral cavity represents not only a convenient sampling site but also a strategic interface for realizing the vision of continuous,personalized digital health monitoring. 展开更多
关键词 SALIVA health monitoring clinical diagnostics oral cavityrich oral cavity natural gate wearable sensors digital medicineserving
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Wearable Ultrasound Devices for Therapeutic Applications
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作者 Sicheng Chen Qunle Ouyang +5 位作者 Xuanbo Miao Feng Zhang Zehua Chen Xiaoyan Qian Jinwei Xie Zheng Yan 《Nano-Micro Letters》 2026年第2期260-287,共28页
Wearable ultrasound devices represent a transformative advancement in therapeutic applications,offering noninvasive,continuous,and targeted treatment for deep tissues.These systems leverage flexible materials(e.g.,pie... Wearable ultrasound devices represent a transformative advancement in therapeutic applications,offering noninvasive,continuous,and targeted treatment for deep tissues.These systems leverage flexible materials(e.g.,piezoelectric composites,biodegradable polymers)and conformable designs to enable stable integration with dynamic anatomical surfaces.Key innovations include ultrasound-enhanced drug delivery through cavitation-mediated transdermal penetration,accelerated tissue regeneration via mechanical and electrical stimulation,and precise neuromodulation using focused acoustic waves.Recent developments demonstrate wireless operation,real-time monitoring,and closed-loop therapy,facilitated by energy-efficient transducers and AI-driven adaptive control.Despite progress,challenges persist in material durability,clinical validation,and scalable manufacturing.Future directions highlight the integration of nanomaterials,3D-printed architectures,and multimodal sensing for personalized medicine.This technology holds significant potential to redefine chronic disease management,postoperative recovery,and neurorehabilitation,bridging the gap between clinical and home-based care. 展开更多
关键词 wearable ultrasound devices Drug delivery Tissue regeneration Closed-loop therapy NEUROREHABILITATION
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Artificial Intelligence-Enhanced Wearable Blood Pressure Monitoring in Resource-Limited Settings:A Co-Design of Sensors,Model,and Deployment
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作者 Yiming Zhang Shirong Qiu +9 位作者 Kai Du Shun Wu Ting Xiang Kenghao Zheng Zijun Liu Hanjie Chen Nan Ji Fa Wang Weijia Wu Yuan-Ting Zhang 《Nano-Micro Letters》 2026年第5期561-589,共29页
Accurate blood pressure(BP)monitoring is essential for preventing and managing cardiovascular disease.Advancements in materials science,medicine,flexible electronic,and artificial intelligence(AI)have enabled cuffless... Accurate blood pressure(BP)monitoring is essential for preventing and managing cardiovascular disease.Advancements in materials science,medicine,flexible electronic,and artificial intelligence(AI)have enabled cuffless,unobtrusive BP monitoring systems,offering an alternative to traditional sphygmomanometers.However,extending these advances to real-world cardiovascular care particularly in resource-limited settings remains challenging due to constraints in computational resources,power efficiency,and deployment scalability.This review presents a comprehensive synthesis of AI-enhanced wearable BP monitoring,emphasizing its potential for personalized,scalable,and accessible healthcare.We systematically analyze the end-to-end system architecture,from mechano-electric sensing principles and AI-based estimation models to edge-aware deployment strategies tailored for low-resource environments.We further discuss clinical validation metrics and implementation barriers and prospective strategies.To bridge lab-to-field translation,we propose an innovative"sensor-model-deployment-assessment"co-design framework.This roadmap highlights how AI-enhanced BP technologies can support proactive hypertension control and promote cardiovascular health equity on a global scale. 展开更多
关键词 wearable blood pressure RESOURCE-LIMITED EdgeAI Cardiovascular health
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Effect and feasibility of wearable physical activity trackers and pedometers for increasing physical activity and improving health outcomes in cancer survivors:A systematic review and meta-analysis 被引量:4
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作者 Benjamin Singh Eva M.Zopf Erin J Howden 《Journal of Sport and Health Science》 SCIE 2022年第2期184-193,共10页
Purpose:This systematic review and meta-analysis aimed to evaluate the effect of wearable devices for improving physical activity and healthrelated outcomes in cancer survivors.Methods:CINAHL,Cochrane,Ebscohost,MEDLIN... Purpose:This systematic review and meta-analysis aimed to evaluate the effect of wearable devices for improving physical activity and healthrelated outcomes in cancer survivors.Methods:CINAHL,Cochrane,Ebscohost,MEDLINE,Pubmed,ProQuest Health and Medical Complete,ProQuest Nursing and Allied Health Source,ScienceDirect,and SPORTDiscus databases were searched for randomized controlled trials published before September 1,2020,that evaluated interventions involving wearable devices in cancer survivors.Standardized mean differences(SMDs)were calculated to assess effects on physical activity and health-related outcomes.Subgroup analyses were conducted to assess whether the effects differed by interventions and cancer characteristics.Risk of bias was assessed using the Cochrane risk of bias tool.Results:Thirty-five trials were included(breast cancer,n=15,43%).Intervention durations ranged between 4 weeks and 1 year.Most trials(n=25,71%)involved pedometer-based physical activity interventions.Seven(20%)involved Fitbit-based interventions,and 3(9%)involved other wearable physical activity trackers(e.g.,Polar,Garmin).Compared to usual care,wearable devices had moderate-to-large effects(SMD range 0.54-0.87,p<0.001)on moderate-intensity physical activity,moderate-to-vigorous-intensity physical activity,total physical activity,and daily steps.Compared to usual care,those in the intervention had higher quality of life,aerobic fitness,physical function,and reduced fatigue(SMD range=0.18-0.66,all p<0.05).Conclusion:Wearable physical activity trackers and pedometers are effective tools that increase physical activity and improve health-related outcomes in individuals with cancer.Identifying how these devices can be implemented for longer-term use with other intervention components remains an area for future research. 展开更多
关键词 Activity tracker Cancer EXERCISE Physical activity wearable
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Facile and Low-Cost Fabrication of a Thread/Paper-Based Wearable System for Simultaneous Detection of Lactate and pH in Human Sweat 被引量:5
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作者 Gang Xiao Jing He +6 位作者 Yan Qiao Feng Wang Qingyou Xia Xin Wang Ling Yu Zhisong Lu Chang-Ming Li 《Advanced Fiber Materials》 CAS 2020年第5期265-278,共14页
Wearable devices have received tremendous interests in human sweat analysis in the past few years.However,the widely used polymeric substrates and the layer-by-layer stacking structures greatly influence the cost-effi... Wearable devices have received tremendous interests in human sweat analysis in the past few years.However,the widely used polymeric substrates and the layer-by-layer stacking structures greatly influence the cost-efficiency,conformability and breathability of the devices,further hindering their practical applications.Herein,we report a facile and low-cost strategy for the fabrication of a skin-friendly thread/paper-based wearable system consisting of a sweat reservoir and a multi-sensing component for simultaneous in situ analysis of sweat pH and lactate.In the system,hydrophilic silk thread serves as the micro-channel to guide the liquid flow.Filter papers were functionalized to prepare colorimetric sensors for lactate and pH.The smartphone-based quantitative analysis shows that the sensors are sensitive and reliable.Although pH may interfere the lactate detection,the pH detected simultaneously could be employed to correct the measured data for the achievement of a precise lactate level.After being integrated with a hydrophobic arm guard,the system was successfully used for the on-body measurement of pH and lactate in the sweats secreted from the volunteers.This low-cost,easy-to-fabricate,light-weight and flexible thread/paper-based microfluidic sensing device may hold great potentials as a wearable system in human sweat analysis and point-of-care diagnostics. 展开更多
关键词 wearable sensors Thread/paper-based microfluidics Sweat analysis Point-of-care diagnostics Multi-sensing system
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Recent advances and innovations in the design and fabrication of wearable flexible biosensors and human health monitoring systems based on conjugated polymers 被引量:3
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作者 Vinh Van Tran Viet-Duc Phung Daeho Lee 《Bio-Design and Manufacturing》 SCIE EI CAS CSCD 2024年第4期476-516,共41页
Wearable biosensors have received great interest as patient-friendly diagnostic technologies because of their high flexibility and conformability.The growing research and utilization of novel materials in designing we... Wearable biosensors have received great interest as patient-friendly diagnostic technologies because of their high flexibility and conformability.The growing research and utilization of novel materials in designing wearable biosensors have accelerated the development of point-of-care sensing platforms and implantable biomedical devices in human health care.Among numerous potential materials,conjugated polymers(CPs)are emerging as ideal choices for constructing high-performance wearable biosensors because of their outstanding conductive and mechanical properties.Recently,CPs have been extensively incorporated into various wearable biosensors to monitor a range of target biomolecules.However,fabricating highly reliable CP-based wearable biosensors for practical applications remains a significant challenge,necessitating novel developmental strategies for enhancing the viability of such biosensors.Accordingly,this review aims to provide consolidated scientific evidence by summarizing and evaluating recent studies focused on designing and fabricating CP-based wearable biosensors,thereby facilitating future research.Emphasizing the superior properties and benefits of CPs,this review aims to clarify their potential applicability within this field.Furthermore,the fundamentals and main components of CP-based wearable biosensors and their sensing mechanisms are discussed in detail.The recent advancements in CP nanostructures and hybridizations for improved sensing performance,along with recent innovations in next-generation wearable biosensors are highlighted.CPbased wearable biosensors have been—and will continue to be—an ideal platform for developing effective and user-friendly diagnostic technologies for human health monitoring. 展开更多
关键词 Conjugated polymers wearable biosensors E-skin electronics Implantable biosensors Conductive polymer hydrogels
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Wearable and wireless accelerometer systems for monitoring Parkinson’s disease patients—A perspective review 被引量:3
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作者 Robert LeMoyne 《Advances in Parkinson's Disease》 2013年第4期113-115,共3页
Parkinson’s disease is a growing medical concern as societies, such as the United States of America, become progressively aged. Therapy strategies exist for the amelioration of Parkinson’s disease symptoms, and the ... Parkinson’s disease is a growing medical concern as societies, such as the United States of America, become progressively aged. Therapy strategies exist for the amelioration of Parkinson’s disease symptoms, and the quantification of attributes, such as hand tremor, can provide valuable feedback. Wearable and wireless accelerometer systems for monitoring Parkinson’s disease patients have been progressively advanced over the course of the past half-decade. In particular, wireless accelerometer nodes and smartphones, such as the iPhone, hold promise for optimizing therapy strategy by providing convenient quantified feedback. This perspective review addresses the current advances in wearable and wireless accelerometer systems for monitoring Parkinson’s disease patients and forecasts for the near future. 展开更多
关键词 Parkinson’s DISEASE WIRELESS ACCELEROMETER Parkinson’s DISEASE TREMOR Quantification wearable Device
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Hybrid pedestrian positioning system using wearable inertial sensors and ultrasonic ranging 被引量:1
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作者 Lin Qi Yu Liu +2 位作者 Chuanshun Gao Tao Feng Yue Yu 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第3期327-338,共12页
Pedestrian positioning system(PPS)using wearable inertial sensors has wide applications towards various emerging fields such as smart healthcare,emergency rescue,soldier positioning,etc.The performance of traditional ... Pedestrian positioning system(PPS)using wearable inertial sensors has wide applications towards various emerging fields such as smart healthcare,emergency rescue,soldier positioning,etc.The performance of traditional PPS is limited by the cumulative error of inertial sensors,complex motion modes of pedestrians,and the low robustness of the multi-sensor collaboration structure.This paper presents a hybrid pedestrian positioning system using the combination of wearable inertial sensors and ultrasonic ranging(H-PPS).A robust two nodes integration structure is developed to adaptively combine the motion data acquired from the single waist-mounted and foot-mounted node,and enhanced by a novel ellipsoid constraint model.In addition,a deep-learning-based walking speed estimator is proposed by considering all the motion features provided by different nodes,which effectively reduces the cumulative error originating from inertial sensors.Finally,a comprehensive data and model dual-driven model is presented to effectively combine the motion data provided by different sensor nodes and walking speed estimator,and multi-level constraints are extracted to further improve the performance of the overall system.Experimental results indicate that the proposed H-PPS significantly improves the performance of the single PPS and outperforms existing algorithms in accuracy index under complex indoor scenarios. 展开更多
关键词 Pedestrian positioning system wearable inertial sensors Ultrasonic ranging Deep-learning Data and model dual-driven
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Research on data load balancing technology of massive storage systems for wearable devices 被引量:1
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作者 Shujun Liang Jing Cheng Jianwei Zhang 《Digital Communications and Networks》 SCIE CSCD 2022年第2期143-149,共7页
Because of the limited memory of the increasing amount of information in current wearable devices,the processing capacity of the servers in the storage system can not keep up with the speed of information growth,resul... Because of the limited memory of the increasing amount of information in current wearable devices,the processing capacity of the servers in the storage system can not keep up with the speed of information growth,resulting in low load balancing,long load balancing time and data processing delay.Therefore,a data load balancing technology is applied to the massive storage systems of wearable devices in this paper.We first analyze the object-oriented load balancing method,and formally describe the dynamic load balancing issues,taking the load balancing as a mapping problem.Then,the task of assigning each data node and the request of the corresponding data node’s actual processing capacity are completed.Different data is allocated to the corresponding data storage node to complete the calculation of the comprehensive weight of the data storage node.According to the load information of each data storage node collected by the scheduler in the storage system,the load weight of the current data storage node is calculated and distributed.The data load balancing of the massive storage system for wearable devices is realized.The experimental results show that the average time of load balancing using this method is 1.75h,which is much lower than the traditional methods.The results show the data load balancing technology of the massive storage system of wearable devices has the advantages of short data load balancing time,high load balancing,strong data processing capability,short processing time and obvious application. 展开更多
关键词 wearable device Massive data Data storage system Load balancing Weigh
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Real-time and wearable functional electrical stimulation system for volitional hand motor function control using the electromyography bridge method 被引量:5
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作者 Hai-peng Wang Zheng-yang Bi +3 位作者 Yang Zhou Yu-xuan Zhou Zhi-gong Wang Xiao-ying Lv 《Neural Regeneration Research》 SCIE CAS CSCD 2017年第1期133-142,共10页
Voluntary participation of hemiplegic patients is crucial for functional electrical stimulation therapy.A wearable functional electrical stimulation system has been proposed for real-time volitional hand motor functio... Voluntary participation of hemiplegic patients is crucial for functional electrical stimulation therapy.A wearable functional electrical stimulation system has been proposed for real-time volitional hand motor function control using the electromyography bridge method.Through a series of novel design concepts,including the integration of a detecting circuit and an analog-to-digital converter,a miniaturized functional electrical stimulation circuit technique,a low-power super-regeneration chip for wireless receiving,and two wearable armbands,a prototype system has been established with reduced size,power,and overall cost.Based on wrist joint torque reproduction and classification experiments performed on six healthy subjects,the optimized surface electromyography thresholds and trained logistic regression classifier parameters were statistically chosen to establish wrist and hand motion control with high accuracy.Test results showed that wrist flexion/extension,hand grasp,and finger extension could be reproduced with high accuracy and low latency.This system can build a bridge of information transmission between healthy limbs and paralyzed limbs,effectively improve voluntary participation of hemiplegic patients,and elevate efficiency of rehabilitation training. 展开更多
关键词 nerve regeneration functional electrical stimulation logistic regression rehabilitation of upper-limb hemiplegia electromyography control wearable device stroke frequency-modulation stimulation hand motion circuit and system real-time neural regeneration
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