A Supervised Machine-Learning Prediction of Textile’s Antimicrobial Capacity Coated with Nanomaterials
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A Supervised Machine-Learning Prediction of Textile’s Antimicrobial Capacity Coated with Nanomaterials
Authors
Keywords
-
Journal
Coatings
Volume 11, Issue 12, Pages 1532
Publisher
MDPI AG
Online
2021-12-14
DOI
10.3390/coatings11121532
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Biogenesis of silver nanoparticles to treat cancer, diabetes, and microbial infections: a mechanistic overview
- (2021) Bilal Javed et al. APPLIED MICROBIOLOGY AND BIOTECHNOLOGY
- Emerging nanomaterials for antibacterial textile fabrication
- (2021) Swetha Andra et al. NAUNYN-SCHMIEDEBERGS ARCHIVES OF PHARMACOLOGY
- Microbiologically-Synthesized Nanoparticles and Their Role in Silencing the Biofilm Signaling Cascade
- (2021) Dibyajit Lahiri et al. Frontiers in Microbiology
- Preparation of Hybrid Nano-Particles to Enhance the Electrical Conductivity and Performance Properties of Cotton Fabrics
- (2021) Amina L. Mohamed et al. Journal of Materials Research and Technology-JMR&T
- Antimicrobial textile: recent developments and functional perspective
- (2021) Rehan Gulati et al. POLYMER BULLETIN
- A Machine Learning Tool to Predict the Antibacterial Capacity of Nanoparticles
- (2021) Mahsa Mirzaei et al. Nanomaterials
- Data Shepherding in Nanotechnology: An Antimicrobial Functionality Data Capture Template
- (2021) Irini Furxhi et al. Coatings
- Practices and Trends of Machine Learning Application in Nanotoxicology
- (2020) Irini Furxhi et al. Nanomaterials
- Use of the Sol–Gel Method for the Preparation of Coatings of Titanium Substrates with Hydroxyapatite for Biomedical Application
- (2020) Michelina Catauro et al. Coatings
- Learning from the Machine: Uncovering Sustainable Nanoparticle Design Rules
- (2020) Clyde A. Daly et al. Journal of Physical Chemistry C
- Progress in Sol-Gel Technology for the Coatings of Fabrics
- (2020) Aravin Prince Periyasamy et al. Materials
- In Situ Production and Deposition of Bismuth Oxide Nanoparticles on Cotton Fabric
- (2020) Negar Motakef Kazemi et al. Iranian Journal of Science and Technology Transaction A-Science
- Artificial Intelligence and Machine Learning in Computational Nanotoxicology: Unlocking and Empowering Nanomedicine
- (2020) Ajay Vikram Singh et al. Advanced Healthcare Materials
- Influence of surfactant-tailored Mn-doped ZnO nanoparticles on ROS production and DNA damage induced in murine fibroblast cells
- (2020) Traian Popescu et al. Scientific Reports
- Antibacterial effects of iron oxide (Fe3O4) nanoparticles: distinguishing concentration-dependent effects with different bacterial cells growth and membrane-associated mechanisms
- (2019) Lilit Gabrielyan et al. APPLIED MICROBIOLOGY AND BIOTECHNOLOGY
- Recent advances in antibacterial applications of metal nanoparticles (MNPs) and metal nanocomposites (MNCs) against multidrug-resistant (MDR) bacteria
- (2019) Mehran Alavi et al. Expert Review of Anti-Infective Therapy
- Biosynthesis of silver oxide nanoparticles and their photocatalytic and antimicrobial activity evaluation for wound healing applications in nursing care
- (2019) Rufen Li et al. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY
- Nanoparticles in the Treatment of Infections Caused by Multidrug-Resistant Organisms
- (2019) Nan-Yao Lee et al. Frontiers in Pharmacology
- Durable antimicrobial cotton textiles coated sonochemically with ZnO nanoparticles embedded in an in-situ enzymatically generated bioadhesive
- (2018) Marc Salat et al. CARBOHYDRATE POLYMERS
- Fabrication of cotton fabrics with durable antibacterial activities finishing by Ag nanoparticles
- (2018) Yunping Wu et al. TEXTILE RESEARCH JOURNAL
- Size and shape affects the antimicrobial activity of quaternized nanoparticles
- (2018) Maria Inam et al. JOURNAL OF POLYMER SCIENCE PART A-POLYMER CHEMISTRY
- Antibiotic resistance: a rundown of a global crisis
- (2018) Bilal Aslam et al. Infection and Drug Resistance
- In-situ synthesis of CuO nanoparticles on cotton fabrics using spark discharge method to fabricate antibacterial textile
- (2017) Sheila Shahidi et al. Journal of Natural Fibers
- Nanoparticles: Properties, applications and toxicities
- (2017) Ibrahim Khan et al. Arabian Journal of Chemistry
- Metal nanoparticles: understanding the mechanisms behind antibacterial activity
- (2017) Yael N. Slavin et al. JOURNAL OF NANOBIOTECHNOLOGY
- Hydrophobic pinning with copper nanowhiskers leads to bactericidal properties
- (2017) Ajay Vikram Singh et al. PLoS One
- Release of silver nanoparticles from fabrics during the course of sequential washing
- (2016) Pawena Limpiteeprakan et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Simultaneous sonochemical-enzymatic coating of medical textiles with antibacterial ZnO nanoparticles
- (2016) Petya Petkova et al. ULTRASONICS SONOCHEMISTRY
- Durability of nano-enhanced textiles through the life cycle: releases from landfilling after washing
- (2016) Denise M. Mitrano et al. Environmental Science-Nano
- Size and Aging Effects on Antimicrobial Efficiency of Silver Nanoparticles Coated on Polyamide Fabrics Activated by Atmospheric DBD Plasma
- (2015) Andrea Zille et al. ACS Applied Materials & Interfaces
- Asymmetric Superhydrophobic/Superhydrophilic Cotton Fabrics Designed by Spraying Polymer and Nanoparticles
- (2015) Kaichi Sasaki et al. ACS Applied Materials & Interfaces
- Layer-by-layer deposition of a TiO2-filled intumescent coating and its effect on the flame retardancy of polyamide and polyester fabrics
- (2015) Kadir Apaydin et al. COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS
- AK-fold averaging cross-validation procedure
- (2015) Yoonsuh Jung et al. JOURNAL OF NONPARAMETRIC STATISTICS
- Computational modeling in nanomedicine: prediction of multiple antibacterial profiles of nanoparticles using a quantitative structure–activity relationship perturbation model
- (2015) Alejandro Speck-Planche et al. Nanomedicine
- Nanomaterials for Functional Textiles and Fibers
- (2015) Pedro J. Rivero et al. Nanoscale Research Letters
- Synthesis of gold nanoparticles using herbal Acorus calamus rhizome extract and coating on cotton fabric for antibacterial and UV blocking applications
- (2015) RM. Ganesan et al. Arabian Journal of Chemistry
- Nanomaterials for Functional Textiles and Fibers
- (2015) Pedro J. Rivero et al. Nanoscale Research Letters
- Presence of Nanoparticles in Wash Water from Conventional Silver and Nano-silver Textiles
- (2014) Denise M. Mitrano et al. ACS Nano
- Preparation of novel fibre–silica–Ag composites: the influence of fibre structure on sorption capacity and antimicrobial activity
- (2014) Danijela Klemenčič et al. JOURNAL OF MATERIALS SCIENCE
- Ozone flexible sensors fabricated by photolithography and laser ablation processes based on ZnO nanoparticles
- (2014) M. Acuautla et al. SENSORS AND ACTUATORS B-CHEMICAL
- Toxicity of Metal Oxide Nanoparticles: Mechanisms, Characterization, and Avoiding Experimental Artefacts
- (2014) Aleksandra B. Djurišić et al. Small
- A Comparative Analysis of Nanoparticle Adsorption as Fire-Protection Approach for Fabrics
- (2014) Jenny Alongi et al. Polymers
- Application of nanotechnology in antimicrobial finishing of biomedical textiles
- (2014) Andrea Zille et al. Materials Research Express
- Imparting super hydro/oleophobic properties to cotton fabric by means of molecular and nanoparticles vapor deposition methods
- (2013) Payam Aminayi et al. APPLIED SURFACE SCIENCE
- Comparative evaluation of antimicrobials for textile applications
- (2013) Lena Windler et al. ENVIRONMENT INTERNATIONAL
- Chitosan–hydroxycinnamic acid conjugates: Preparation, antioxidant and antimicrobial activity
- (2013) Dae-Sung Lee et al. FOOD CHEMISTRY
- Functionalization of textile materials with TiO2 nanoparticles
- (2013) Maja Radetić JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY C-PHOTOCHEMISTRY REVIEWS
- Synthetic fabrics coated with zinc oxide nanoparticles by electroless deposition: Structural characterization and wetting properties
- (2013) Ligia Frunza et al. JOURNAL OF POLYMER SCIENCE PART B-POLYMER PHYSICS
- Artificial intelligence in nanotechnology
- (2013) G M Sacha et al. NANOTECHNOLOGY
- Flame retardancy and UV protection of cotton based fabrics using nano ZnO and polycarboxylic acids
- (2012) M.M. Abd El-Hady et al. CARBOHYDRATE POLYMERS
- Surface functionalization of viscose and polyester fabrics toward antibacterial and coloration properties
- (2012) L.K. El-Gabry et al. CARBOHYDRATE POLYMERS
- Functionalization of textiles with multi-walled carbon nanotubes by a novel dyeing-like process
- (2012) A. G. Gonçalves et al. JOURNAL OF MATERIALS SCIENCE
- Functionalization of textile materials with silver nanoparticles
- (2012) M. Radetić JOURNAL OF MATERIALS SCIENCE
- Cotton Fabrics with Single-Faced Superhydrophobicity
- (2012) Yuyang Liu et al. LANGMUIR
- Synthesizing and stabilizing silver nanoparticles on polyamide fabric using silver-ammonia/PVP/UVC
- (2012) Majid Montazer et al. PROGRESS IN ORGANIC COATINGS
- Photo-induced antimicrobial and decontaminating agents: recent progresses in polymer and textile applications
- (2012) Gang Sun et al. TEXTILE RESEARCH JOURNAL
- ZnO nanoparticle-coated surfaces inhibit bacterial biofilm formation and increase antibiotic susceptibility
- (2012) Guy Applerot et al. RSC Advances
- Highly effective antibacterial textiles containing green synthesized silver nanoparticles
- (2011) A. Hebeish et al. CARBOHYDRATE POLYMERS
- Quantification of bacterial adherence on different textile fabrics
- (2011) Vidushi Bajpai et al. INTERNATIONAL BIODETERIORATION & BIODEGRADATION
- “Nanoantibiotics”: A new paradigm for treating infectious diseases using nanomaterials in the antibiotics resistant era
- (2011) Ae Jung Huh et al. JOURNAL OF CONTROLLED RELEASE
- Nano-zirconium oxide and nano-silver oxide/cotton gauze fabrics for antimicrobial and wound healing acceleration
- (2011) Mohamed Gouda Journal of Industrial Textiles
- Microbial toxicity of metal oxide nanoparticles (CuO, NiO, ZnO, and Sb2O3) to Escherichia coli, Bacillus subtilis, and Streptococcus aureus
- (2011) Yong-Wook Baek et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A review on the application of inorganic nano-structured materials in the modification of textiles: Focus on anti-microbial properties
- (2010) Roya Dastjerdi et al. COLLOIDS AND SURFACES B-BIOINTERFACES
- Development of Nanoparticles for Antimicrobial Drug Delivery
- (2010) L. Zhang et al. CURRENT MEDICINAL CHEMISTRY
- The group lasso for logistic regression
- (2010) Lukas Meier et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- The Bacterial Cell Envelope
- (2010) T. J. Silhavy et al. Cold Spring Harbor Perspectives in Biology
- A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data
- (2009) Bjoern H Menze et al. BMC BIOINFORMATICS
- A new method to stabilize nanoparticles on textile surfaces
- (2009) Roya Dastjerdi et al. COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS
- Size-, Composition- and Shape-Dependent Toxicological Impact of Metal Oxide Nanoparticles and Carbon Nanotubes toward Bacteria
- (2009) Angélique Simon-Deckers et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Silver nanoparticles as a new generation of antimicrobials
- (2008) Mahendra Rai et al. BIOTECHNOLOGY ADVANCES
- Antimicrobial coating of an N-halamine biocidal monomer on cotton fibers via admicellar polymerization
- (2008) Xuehong Ren et al. COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS
- Strain specificity in antimicrobial activity of silver and copper nanoparticles
- (2007) Jayesh P. Ruparelia et al. Acta Biomaterialia
- Biocidal textiles can help fight nosocomial infections
- (2007) Gadi Borkow et al. MEDICAL HYPOTHESES
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now