End-to-end design of wearable sensors

Nature Reviews Materials, Journal Year: 2022, Volume and Issue: 7(11), P. 887 - 907

Published: July 22, 2022

Language: Английский

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Multimodal biomedical AI

Nature Medicine, Journal Year: 2022, Volume and Issue: 28(9), P. 1773 - 1784

Published: Sept. 1, 2022

Language: Английский

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Wearable chemical sensors for biomarker discovery in the omics era

Nature Reviews Chemistry, Journal Year: 2022, Volume and Issue: 6(12), P. 899 - 915

Published: Nov. 15, 2022

Language: Английский

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Recent Progress on Smart Fiber and Textile Based Wearable Strain Sensors: Materials, Fabrications and Applications

Advanced Fiber Materials, Journal Year: 2022, Volume and Issue: 4(3), P. 361 - 389

Published: Feb. 11, 2022

Language: Английский

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Internet of things (IoT) in nano-integrated wearable biosensor devices for healthcare applications

Biosensors and Bioelectronics X, Journal Year: 2022, Volume and Issue: 11, P. 100153 - 100153

Published: May 2, 2022

Language: Английский

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Smart Tactile Gloves for Haptic Interaction, Communication, and Rehabilitation

Advanced Intelligent Systems, Journal Year: 2021, Volume and Issue: 4(2)

Published: Sept. 12, 2021

Wearable human machine interfaces (HMI) such as smart gloves have attracted considerable interest in recent years. The quality of the interactive experience with real and virtual world using wearable HMI technologies depends on intuitive two‐way haptic they offer real‐time touch‐based information send receive. Herein, various glove solutions their application interaction, rehabilitation, (VR) augmented reality (AR), augmentative alternative communication (AAC) tasks are reviewed. While early variants systems were based commercial touch sensors displays integrated (e.g., stitched) wearables, electronic skin (e‐skin)‐type multifunctional capabilities being explored nowadays for rich user comfort. In this regard, instead separate actuators, miniaturized devices providing both sensing vibrotactile actuation also been reported recently. Such advances, associated challenges, advantages users to enjoy full characteristic benefits VR/ARs immersion, imagination discussed. Finally, huge potential smart‐glove‐type hold advances areas robotics, health care, sensorial augmentation nondisabled tactile Internet is

Language: Английский

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Metal Nanoparticles and Carbon-Based Nanomaterials for Improved Performances of Electrochemical (Bio)Sensors with Biomedical Applications

Materials, Journal Year: 2021, Volume and Issue: 14(21), P. 6319 - 6319

Published: Oct. 22, 2021

Monitoring human health for early detection of disease conditions or disorders is major clinical importance maintaining a healthy life. Sensors are small devices employed qualitative and quantitative determination various analytes by monitoring their properties using certain transduction method. A “real-time” biosensor includes biological recognition receptor (such as an antibody, enzyme, nucleic acid whole cell) transducer to convert the binding event detectable signal, which read out indicating both presence concentration analyte molecule. wide range specific with biomedical significance at ultralow can be sensitively detected. In nano(bio)sensors, nanoparticles (NPs) incorporated into (bio)sensor design attachment suitably modified platforms. For this purpose, metal have many advantageous making them useful in component (bio)sensors. Gold, silver platinum NPs been most popular ones, each form these metallic exhibiting special surface interface features, significantly improve biocompatibility compared same process absence NPs. This comprehensive review focused on main types used electrochemical (bio)sensors design, especially screen-printed electrodes, medical application due improved analytical performances miniaturized form. Other advantages such supporting real-time decision rapid manipulation pointed out. attention paid carbon-based nanomaterials (especially carbon nanotubes graphene), themselves decorated nanoparticles, excellent features high area, conductivity, effective catalytic biocompatibility, confer hybrid nanocomposites applicability.

Language: Английский

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A federated graph neural network framework for privacy-preserving personalization

Nature Communications, Journal Year: 2022, Volume and Issue: 13(1)

Published: June 2, 2022

Abstract Graph neural network (GNN) is effective in modeling high-order interactions and has been widely used various personalized applications such as recommendation. However, mainstream personalization methods rely on centralized GNN learning global graphs, which have considerable privacy risks due to the privacy-sensitive nature of user data. Here, we present a federated framework named FedPerGNN for both privacy-preserving personalization. Through model update method, can collaboratively train models based decentralized graphs inferred from local To further exploit graph information beyond interactions, introduce expansion protocol incorporate under protection. Experimental results six datasets different scenarios show that achieves 4.0% ~ 9.6% lower errors than state-of-the-art good provides promising direction mining data manner responsible intelligent

Language: Английский

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Toward Sustainable Wearable Electronic Textiles

ACS Nano, Journal Year: 2022, Volume and Issue: 16(12), P. 19755 - 19788

Published: Nov. 30, 2022

Smart wearable electronic textiles (e-textiles) that can detect and differentiate multiple stimuli, while also collecting storing the diverse array of data signals using highly innovative, multifunctional, intelligent garments, are great value for personalized healthcare applications. However, material performance sustainability, complicated difficult e-textile fabrication methods, their limited end-of-life processability major challenges to wide adoption e-textiles. In this review, we explore potential sustainable materials, manufacturing techniques, end-of-the-life processes developing eco-friendly addition, survey current state-of-the-art fibers materials (i.e., conductors, semiconductors, dielectrics) serve as different components in e-textiles then provide an overview environmentally friendly digital techniques such which involve less or no water utilization, combined with a reduction both waste energy consumption. Furthermore, standardized parameters evaluating sustainability established, life cycle analysis, biodegradability, recyclability. Finally, discuss development trends, well future research directions include integrated product design approach based on use processes, effective strategy manufacture next generation smart be either recycled value-added products decomposed landfill without any negative environmental impacts.

Language: Английский

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A temperature responsive adhesive hydrogel for fabrication of flexible electronic sensors

npj Flexible Electronics, Journal Year: 2022, Volume and Issue: 6(1)

Published: Aug. 5, 2022

Abstract Flexible electronics are playing an increasingly important role in human health monitoring and healthcare diagnosis. Strong adhesion on tissue would be ideal for reducing interface resistance motion artifacts, but arising problems such as skin irritation, rubefaction, pain upon device removal have hampered their utility. Here, inspired by the temperature reversibility of hydrogen bonding, a skin-friendly conductive hydrogel with multiple-hydrogen bonds was designed using biocompatible poly(vinyl alcohol) (PVA), phytic acid (PA), gelatin (Gel). The obtained PVA/PA/Gel (PPG) temperature-triggered tunable mechanic could reliably adhere to detect electrophysiological signals under hot compress while readily removed cool compress. Furthermore, additional advantages transparency, breathability, antimicrobial activity PPG ensure its long-time wearable value skin. It is both environmentally friendly cost saving waste during production can recycled based reversible physical bonding. sensor expected good application prospects record monitoring.

Language: Английский

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