Article

Web-based Tool Validation for Antimicrobial Resistance Prediction: An Empirical Comparative Analysis

2022-12-12

Abstract excerpt

Global public health is seriously threatened by Antimicrobial Resistance (AMR), and there is an urgent need for quick and precise AMR diagnostic tools. The prevalence of novel Antibiotic Resistance Genes (ARGs) has increased substantially during the last decade, owing to the recent burden of microbial sequencing. The major problem is extracting vital information from the massive amounts of generated data. Even tho...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 971b582a-14e8-555a-8334-1b2263ec1a3a
DOI: 10.1101/2022.12.08.519699

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Web-based Tool Validation for Antimicrobial Resistance Prediction: An Empirical Comparative AnalysisDOI 10.1101/2022.12.08.519699Read

Keeping up with the pathogens: Improved antimicrobial resistance detection and prediction from<i>Pseudomonas</i>aeruginosa genomesSemantic proximity Read

Improved prediction of antimicrobial resistance in <i>Klebsiella pneumoniae</i> using machine learningSemantic proximity Read

ResFinder - an open online resource for identification of antimicrobial resistance genes in next-generation sequencing data and prediction of phenotypes from genotypes.Semantic proximity Read

Towards routine employment of computational tools for antimicrobial resistance determination via high-throughput sequencingSemantic proximity Read

Integrating Phenotypic and Genomic Data with Machine Learning to Predict Antimicrobial Resistance and Identify Genetic Biomarkers in<em> E. coli</em>Semantic proximity Read

Machine Learning Predicts Antimicrobial Resistance from Genomic Data across ESKAPEE PathogensSemantic proximity Read

Bridging the gap between bioinformatics and the clinical and public health microbiology laboratory: An ISO-accredited genomics workflow for antimicrobial resistanceSemantic proximity Read

Keeping up with the pathogens: improved antimicrobial resistance detection and prediction from Pseudomonas aeruginosa genomes.Semantic proximity Read

Large-scale assessment of antimicrobial resistance marker databases for genetic phenotype prediction: a systematic review.Semantic proximity Read

Antibiogram profile prediction of selected bacterial strains by in-silico determination of acquired antimicrobial resistance genes from their whole-genome sequenceSemantic proximity Read

Increasing the predictive accuracy of the Resistance Gene Identifier by evaluating antimicrobial resistance gene over- and underpredictionSemantic proximity Read

Large-scale genomic analysis reveals significant role of insertion sequences in antimicrobial resistance of Acinetobacter baumannii.Semantic proximity Read