A Systematic Review and Analysis on Deep Learning Techniques Used in Diagnosis of Covid-19 DOI Open Access

Sanjayrani Kamminana,

Sai Sandeep Magapu,

Vinay Kamma

et al.

International Journal of Research Publication and Reviews, Journal Year: 2023, Volume and Issue: 4(3), P. 1994 - 1999

Published: March 17, 2023

Contagious diseases are very common and dangerous.To find out if they infected, people must go to doctors directly or indirectly.Coronavirus disease its different forms have had a big effect on the world in last few years.In this work, deep learning model is put into place that can use cough sounds COVID-19.You someone has without having touch them.For study, more than 60 research articles considered from various indexing sources.After several selection steps, finally 31 quality included for detailed analysis.From it observed majority of focused DL techniques with audio signals.The classification helps figure what's way off mark respiratory system.The COUGHVID dataset, which sound files, used.The turned spectrogram images, then an auto encoder attention mechanism used pull features.The features fed algorithm uses person COVID positive not.This utilized by either medical professionals patients order do initial diagnosis.

Language: Английский

Electrospun Nanocomposite Fibrous Membranes for Sustainable Face Mask Based on Triboelectric Nanogenerator with High Air Filtration Efficiency DOI Open Access
Yue Yang, Yuchen Yang, Jianying Huang

et al.

Advanced Fiber Materials, Journal Year: 2023, Volume and Issue: 5(4), P. 1505 - 1518

Published: May 15, 2023

Language: Английский

Citations

77

Cellulose Nanofiber-Based Triboelectric Nanogenerators for Efficient Air Filtration in Harsh Environments DOI
Feijie Wang, Suyang Wang,

Yichi Liu

et al.

Nano Letters, Journal Year: 2024, Volume and Issue: 24(9), P. 2861 - 2869

Published: Feb. 26, 2024

Advanced portable healthcare devices with high efficiencies, small pressure drops, and high-temperature resistance are urgently desired in harsh environments temperatures, humidities, levels of atmospheric pollution. Triboelectric nanogenerators (TENGs), which serve as energy converters a revolutionary self-powered sensor device, present sustainable solution for meeting these requirements. In this work, we developed porous negative triboelectric material by synthesizing ZIF-8 on the surface cellulose/graphene oxide aerogel, grafting it trimethoxy(1

Language: Английский

Citations

32

A Novel L-Cys@Cu MOF Embedding onto Cotton Fiber Surfaces to Exert Excellent Antiviral and Antibacterial Effects DOI

Yuanxiang Xiao,

Jingjing Jiang, Rui Cai

et al.

Advanced Fiber Materials, Journal Year: 2024, Volume and Issue: 6(2), P. 444 - 457

Published: Feb. 6, 2024

Language: Английский

Citations

22

Elastic Fibers/Fabrics for Wearables and Bioelectronics DOI Creative Commons
Yufan Zhang, Jiahui Zhou, Yue Zhang

et al.

Advanced Science, Journal Year: 2022, Volume and Issue: 9(35)

Published: Oct. 17, 2022

Wearables and bioelectronics rely on breathable interface devices with bioaffinity, biocompatibility, smart functionality for interactions between beings things the surrounding environment. Elastic fibers/fabrics mechanical adaptivity to various deformations complex substrates, are promising act as fillers, carriers, dressings, scaffolds in construction of biointerfaces human body, skins, organs, plants, realizing functions such energy exchange, sensing, perception, augmented virtuality, health monitoring, disease diagnosis, intervention therapy. This review summarizes highlights latest breakthroughs elastic wearables bioelectronics, aiming offer insights into elasticity mechanisms, production methods, electrical components integration strategies fibers/fabrics, presenting a profile management, sensors, e-skins, thermal personal protection, wound healing, biosensing, drug delivery. The trans-disciplinary application from biomedicine provides important inspiration technology transplantation function adapt different systems. As discussion platform, here main challenges possible solutions field proposed, hopefully can provide guidance promoting development e-textiles consideration trade-off mechanical/electrical performance, industrial-scale production, diverse environmental adaptivity, multiscenario on-spot applications.

Language: Английский

Citations

41

Janus amphiphilic nanofiber membranes synergistically drive antibacterial and anti-inflammatory strategies for skin wound healing DOI Creative Commons
Yupeng Shi, Mengyang Zhou, Shuo Zhao

et al.

Materials & Design, Journal Year: 2023, Volume and Issue: 227, P. 111778 - 111778

Published: Feb. 20, 2023

Prevention of bacterial infection and control inflammatory responses play critical roles in wound healing. Wound dressing loaded with antibacterial or anti-inflammatory drugs/molecules is one the feasible routes clinical applications. Nonetheless, effective controllable drug release remains challenging. Herein, by electrospinning polyvinyl alcohol (PVA), polylactic acid-glycolic acid (PLGA) copper sulfide nanoparticles (CuS NPs) two model drugs, namely drugs (mupirocin, M) (valsartan, V), an operable wound-healing patch consist amphiphilic Janus nanofiber membrane (PLGAV-CuS/PVAM) was prepared which used to gradient shows typical characteristics, low biological toxicity good biocompatibility. In vitro experiments showed that could slowly continuously mupirocin a hydrophilic environment for purposes. addition, excellent photothermal effect PLGAV CuS/PVAM can regulate rate valsartan, effectively reduce reaction healing process, also show enhanced bacteriostasis efficiency (96.3% Escherichia coli 97.8% Staphylococcus aureus). The patches exhibited antibacterial, anti-inflammatory, sustained-release effects, great significance board avenue biomedical field.

Language: Английский

Citations

36

Multifunctional and Reconfigurable Electronic Fabrics Assisted by Artificial Intelligence for Human Augmentation DOI
Zihan Chen,

Wansheng Lin,

Cuirong Zhang

et al.

Advanced Fiber Materials, Journal Year: 2023, Volume and Issue: 6(1), P. 229 - 242

Published: Dec. 14, 2023

Language: Английский

Citations

29

Research progress in preparation, properties, and applications of medical protective fiber materials DOI Open Access

Xiaolong Su,

Chao Jia, Hengxue Xiang

et al.

Applied Materials Today, Journal Year: 2023, Volume and Issue: 32, P. 101792 - 101792

Published: March 10, 2023

Language: Английский

Citations

28

Enhanced mechanical properties of aramid fiber/epoxy composites through reinforcing interfacial adhesion based on strong hydrogen bonding interactions DOI
Yan Wang,

Xianhui Dong,

Yan Wang

et al.

Composites Science and Technology, Journal Year: 2025, Volume and Issue: 262, P. 111057 - 111057

Published: Jan. 18, 2025

Language: Английский

Citations

1

Improved Antibacterial Properties of Polylactic Acid-Based Nanofibers Loaded with ZnO–Ag Nanoparticles through Pore Engineering DOI

Xiaolong Su,

Yaling Zhai,

Chao Jia

et al.

ACS Applied Materials & Interfaces, Journal Year: 2023, Volume and Issue: 15(36), P. 42920 - 42929

Published: Aug. 31, 2023

In the post-epidemic era, bio-based protective fiber materials with active functions are of utmost importance, not only to combat spread pathogens but also reduce environmental impact petroleum-based materials. Here, efficient antibacterial polylactic acid-based (PLA-based) fibers prepared by solution blow spinning and their pore structures regulated controlling ratio solvent components in solutions. The porous PLA-based exhibit efficiencies over 99% against Escherichia coli 98% Bacillus subtilis, which significantly higher than that nonporous fibers. excellent property can be attributed high porosity, allows nanoparticles released more easily from fibers, thus effectively killing pathogenic microorganisms. Moreover, structure regulation enhance mechanical Our approach regulating microstructure properties through engineering extended other polymer is suitable for polymer-based composite systems require optimal performance sufficient exposure doped

Language: Английский

Citations

18

A systematic review of the advancement on colorimetric nanobiosensors for SARS-CoV-2 detection DOI Open Access
Letícia Tessaro, Adriano Aquino, Pedro Panzenhagen

et al.

Journal of Pharmaceutical and Biomedical Analysis, Journal Year: 2022, Volume and Issue: 222, P. 115087 - 115087

Published: Sept. 30, 2022

Language: Английский

Citations

27