A Machine Learning Tool to Predict the Antibacterial Capacity of Nanoparticles
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Title
A Machine Learning Tool to Predict the Antibacterial Capacity of Nanoparticles
Authors
Keywords
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Journal
Nanomaterials
Volume 11, Issue 7, Pages 1774
Publisher
MDPI AG
Online
2021-07-08
DOI
10.3390/nano11071774
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Note: Only part of the references are listed.- Predicting antimicrobial resistance in Pseudomonas aeruginosa with machine learning‐enabled molecular diagnostics
- (2020) Ariane Khaledi et al. EMBO Molecular Medicine
- Nanotoxicology data for in silico tools: a literature review
- (2020) Irini Furxhi et al. Nanotoxicology
- Evaluation of Machine Learning Models for Predicting Antimicrobial Resistance of Actinobacillus pleuropneumoniae From Whole Genome Sequences
- (2020) Zhichang Liu et al. Frontiers in Microbiology
- Practices and Trends of Machine Learning Application in Nanotoxicology
- (2020) Irini Furxhi et al. Nanomaterials
- Machine learning predicts the functional composition of the protein corona and the cellular recognition of nanoparticles
- (2020) Zhan Ban et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- A Broken Antibiotic Market:Review of Strategies to Incentivize Drug Development
- (2020) Sujata M Bhavnani et al. Open Forum Infectious Diseases
- The application of machine learning techniques to innovative antibacterial discovery and development
- (2020) Mateus Sá Magalhães Serafim et al. Expert Opinion on Drug Discovery
- Predicting In Vitro Neurotoxicity Induced by Nanoparticles Using Machine Learning
- (2020) Irini Furxhi et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- Dose dependent enhanced antibacterial effects and reduced biofilm activity against Bacillus subtilis in presence of ZnO nanoparticles
- (2020) Anjali Awasthi et al. Materials Science & Engineering C-Materials for Biological Applications
- Microbial synthesized cadmium oxide nanoparticles induce oxidative stress and protein leakage in bacterial cells
- (2020) Zara Azam et al. MICROBIAL PATHOGENESIS
- Synthesis and characterization of microbial mediated cadmium oxide nanopartciles
- (2020) Mehrina Asghar et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Investigating the impact of data normalization on classification performance
- (2019) Dalwinder Singh et al. APPLIED SOFT COMPUTING
- The Zone of Inhibition
- (2019) Ross T. Barnard CLINICAL CHEMISTRY
- Increased antibacterial activity of ZnO nanoparticles: Influence of size and surface modification
- (2019) Bruna Lallo da Silva et al. COLLOIDS AND SURFACES B-BIOINTERFACES
- 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
- Application of Bayesian networks in determining nanoparticle-induced cellular outcomes using transcriptomics
- (2019) Irini Furxhi et al. Nanotoxicology
- Antibiotics versus biofilm: an emerging battleground in microbial communities
- (2019) Divakar Sharma et al. Antimicrobial Resistance and Infection Control
- Molecular Mechanisms of Bacterial Resistance to Metal and Metal Oxide Nanoparticles
- (2019) Nereyda Niño-Martínez et al. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
- Organometallic assembling of chitosan‐Iron oxide nanoparticles with their antifungal evaluation against Rhizopus oryzae
- (2019) Saddam Saqib et al. APPLIED ORGANOMETALLIC CHEMISTRY
- Attachment efficiency of gold nanoparticles by Gram-positive and Gram-negative bacterial strains governed by surface charges
- (2019) Wojciech Pajerski et al. JOURNAL OF NANOPARTICLE RESEARCH
- Machine learning prediction of nanoparticle in vitro toxicity: A comparative study of classifiers and ensemble-classifiers using the Copeland Index
- (2019) Irini Furxhi et al. TOXICOLOGY LETTERS
- 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
- Estimation of daily potato crop evapotranspiration using three different machine learning algorithms and four scenarios of available meteorological data
- (2019) Sevim Seda Yamaç et al. AGRICULTURAL WATER MANAGEMENT
- Impact of environmental biofilms: Industrial components and its remediation
- (2019) Vinita Vishwakarma JOURNAL OF BASIC MICROBIOLOGY
- A pan-genome-based machine learning approach for predicting antimicrobial resistance activities of the Escherichia coli strains
- (2018) Hsuan-Lin Her et al. BIOINFORMATICS
- Complex determinants of inappropriate use of antibiotics
- (2018) Viroj Tangcharoensathien et al. BULLETIN OF THE WORLD HEALTH ORGANIZATION
- Quasi-SMILES-Based Nano-Quantitative Structure–Activity Relationship Model to Predict the Cytotoxicity of Multiwalled Carbon Nanotubes to Human Lung Cells
- (2018) Tung Xuan Trinh et al. CHEMICAL RESEARCH IN TOXICOLOGY
- Bacterial biofilm and associated infections
- (2018) Muhsin Jamal et al. Journal of the Chinese Medical Association
- Antibacterial Activity of Silver Nanoparticles: Structural Effects
- (2018) Shaoheng Tang et al. Advanced Healthcare Materials
- Quorum quenching: role of nanoparticles as signal jammers in Gram-negative bacteria
- (2018) Sumreen Hayat et al. Future Microbiology
- Quasi-QSAR for predicting the cell viability of human lung and skin cells exposed to different metal oxide nanomaterials
- (2018) Jang-Sik Choi et al. CHEMOSPHERE
- A unified nonlocal strain gradient model for nanobeams and the importance of higher order terms
- (2017) Lu Lu et al. INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE
- Antibacterial properties and toxicity from metallic nanomaterials
- (2017) Gina Vimbela et al. International Journal of Nanomedicine
- The antimicrobial activity of nanoparticles: present situation and prospects for the future
- (2017) Linlin Wang et al. International Journal of Nanomedicine
- Dose-Dependent Antimicrobial Activity of Silver Nanoparticles on Polycaprolactone Fibers against Gram-Positive and Gram-Negative Bacteria
- (2017) Erick Pazos-Ortiz et al. Journal of Nanomaterials
- Supervised Machine-Learning-Based Determination of Three-Dimensional Structure of Metallic Nanoparticles
- (2017) Janis Timoshenko et al. Journal of Physical Chemistry Letters
- Nanoparticles: Properties, applications and toxicities
- (2017) Ibrahim Khan et al. Arabian Journal of Chemistry
- Stable antibacterial silver nanoparticles produced with seed-derived callus extract of Catharanthus roseus
- (2017) Dandy Ahamefula Osibe et al. Artificial Cells Nanomedicine and Biotechnology
- Metal nanoparticles: understanding the mechanisms behind antibacterial activity
- (2017) Yael N. Slavin et al. JOURNAL OF NANOBIOTECHNOLOGY
- Recent developments in the use of nanoparticles for treatment of biofilms
- (2017) Chendong Han et al. Nanotechnology Reviews
- The Behavior of Staphylococcus aureus Dual-Species Biofilms Treated with Bacteriophage phiIPLA-RODI Depends on the Accompanying Microorganism
- (2016) Silvia González et al. APPLIED AND ENVIRONMENTAL MICROBIOLOGY
- Understanding, Monitoring, and Controlling Biofilm Growth in Drinking Water Distribution Systems
- (2016) Sanly Liu et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Pure and multi metal oxide nanoparticles: synthesis, antibacterial and cytotoxic properties
- (2016) Slavica Stankic et al. JOURNAL OF NANOBIOTECHNOLOGY
- Standardization of Variables and Collinearity Diagnostic in Ridge Regression
- (2015) José García et al. INTERNATIONAL STATISTICAL REVIEW
- The Effect of Charge at the Surface of Silver Nanoparticles on Antimicrobial Activity against Gram-Positive and Gram-Negative Bacteria: A Preliminary Study
- (2015) Abbas Abbaszadegan et al. Journal of Nanomaterials
- Antibacterial activity of silver nanoparticles: A surface science insight
- (2015) Benjamin Le Ouay et al. Nano Today
- A quasi-QSPR modelling for the photocatalytic decolourization rate constants and cellular viability (CV%) of nanoparticles by CORAL
- (2015) A.P. Toropova et al. SAR AND QSAR IN ENVIRONMENTAL RESEARCH
- Machine-Learning Techniques Applied to Antibacterial Drug Discovery
- (2014) Jacob D. Durrant et al. Chemical Biology & Drug Design
- Computational ecotoxicology: Simultaneous prediction of ecotoxic effects of nanoparticles under different experimental conditions
- (2014) Valeria V. Kleandrova et al. ENVIRONMENT INTERNATIONAL
- Computational Tool for Risk Assessment of Nanomaterials: Novel QSTR-Perturbation Model for Simultaneous Prediction of Ecotoxicity and Cytotoxicity of Uncoated and Coated Nanoparticles under Multiple Experimental Conditions
- (2014) Valeria V. Kleandrova et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Bacteriostatic versus bactericidal antibiotics for patients with serious bacterial infections: systematic review and meta-analysis
- (2014) Johannes Nemeth et al. JOURNAL OF ANTIMICROBIAL CHEMOTHERAPY
- Antimicrobial activity of the metals and metal oxide nanoparticles
- (2014) Solmaz Maleki Dizaj et al. Materials Science & Engineering C-Materials for Biological Applications
- Computer-aided nanotoxicology: assessing cytotoxicity of nanoparticles under diverse experimental conditions by using a novel QSTR-perturbation approach
- (2014) Feng Luan et al. Nanoscale
- Toxicity of Metal Oxide Nanoparticles: Mechanisms, Characterization, and Avoiding Experimental Artefacts
- (2014) Aleksandra B. Djurišić et al. Small
- Investigation of Antibacterial Activity and Related Mechanism of a Series of Nano-Mg(OH)2
- (2013) Xiaohong Pan et al. ACS Applied Materials & Interfaces
- Biosynthesis, Antimicrobial and Cytotoxic Effect of Silver Nanoparticles Using a NovelNocardiopsissp. MBRC-1
- (2013) Panchanathan Manivasagan et al. Biomed Research International
- Mechanism of Photogenerated Reactive Oxygen Species and Correlation with the Antibacterial Properties of Engineered Metal-Oxide Nanoparticles
- (2012) Yang Li et al. ACS Nano
- Antimicrobial activity of metal oxide nanoparticles against Gram-positive and Gram-negative bacteria: a comparative study
- (2012) Ameer Azam et al. International Journal of Nanomedicine
- Negligible Particle-Specific Antibacterial Activity of Silver Nanoparticles
- (2012) Zong-ming Xiu et al. NANO LETTERS
- Antibacterial properties of nanoparticles
- (2012) Mohammad J. Hajipour et al. TRENDS IN BIOTECHNOLOGY
- ZnO nanoparticle-coated surfaces inhibit bacterial biofilm formation and increase antibiotic susceptibility
- (2012) Guy Applerot et al. RSC Advances
- New antimicrobial agents on the horizon
- (2011) Karen Bush et al. BIOCHEMICAL PHARMACOLOGY
- The golden age: gold nanoparticles for biomedicine
- (2011) Erik C. Dreaden et al. CHEMICAL SOCIETY REVIEWS
- In vitro antimicrobial studies of silver carbene complexes: activity of free and nanoparticle carbene formulations against clinical isolates of pathogenic bacteria
- (2011) J. G. Leid et al. JOURNAL OF ANTIMICROBIAL CHEMOTHERAPY
- “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
- Cellular toxicity of inorganic nanoparticles: Common aspects and guidelines for improved nanotoxicity evaluation
- (2011) Stefaan J. Soenen et al. Nano Today
- 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
- The growing role of nanotechnology in combating infectious disease
- (2011) Karin Blecher et al. Virulence
- Mutagenicity evaluation of metal oxide nanoparticles by the bacterial reverse mutation assay
- (2010) Xiaoping Pan et al. CHEMOSPHERE
- Synthesis of poly(methyl methacrylate) core/chitosan-mixed-polyethyleneimine shell nanoparticles and their antibacterial property
- (2010) Supharat Inphonlek et al. COLLOIDS AND SURFACES B-BIOINTERFACES
- 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
- Bactericidal effect of iron oxide nanoparticles on Staphylococcus aureus
- (2010) Thomas J Thomas Webster International Journal of Nanomedicine
- The group lasso for logistic regression
- (2010) Lukas Meier et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Role of Surface Area, Primary Particle Size, and Crystal Phase on Titanium Dioxide Nanoparticle Dispersion Properties
- (2010) Komkrit Suttiponparnit et al. Nanoscale Research Letters
- 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
- Understanding biophysicochemical interactions at the nano–bio interface
- (2009) Andre E. Nel et al. NATURE MATERIALS
- In Vitro Studies are Sometimes Better than Conventional Human Pharmacokinetic In Vivo Studies in Assessing Bioequivalence of Immediate-Release Solid Oral Dosage Forms
- (2008) James E. Polli AAPS Journal
- Synthesis and antibacterial activity of silver nanoparticles with different sizes
- (2008) G. A. Martínez-Castañón et al. JOURNAL OF NANOPARTICLE RESEARCH
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