AI Medical Compendium Journal:
Journal of applied microbiology

Showing 1 to 6 of 6 articles

Application of artificial neural networks to prediction of new substances with antimicrobial activity against Escherichia coli.

Journal of applied microbiology
AIMS: This article presents models of artificial neural networks (ANN) employed to predict the biological activity of chemical compounds based of their structure. Regression and classification models were designed to determine antimicrobial propertie...

Identifying predictors of antimicrobial exposure in hospitalized patients using a machine learning approach.

Journal of applied microbiology
AIMS: Analysis and tracking of antimicrobial utilization (AU) are crucial in antimicrobial stewardship efforts which are used to find effective interventions for controlling antimicrobial resistance. In antimicrobial stewardship, standard risk adjust...

Optimization of fermentation conditions for enhanced hydrogen production by newly isolated Clostridium butyricum ZYZCB strain.

Journal of applied microbiology
AIMS: The foundation of biohydrogen production lies in the utilization of efficient hydrogen-producing strains. This study aims to isolate highly efficient hydrogen-producing strains and enhance hydrogen production performance by optimizing the ferme...

Current Diagnosing Strategies for Mycobacterium tuberculosis and its Drug Resistance: A Review.

Journal of applied microbiology
Tuberculosis (TB), caused by Mycobacterium tuberculosis (MTB), remains a major global health threat, compounded by the rise of extensively drug-resistant (XDR) and multidrug-resistant (MDR) strains. This review critically examines the current landsca...

Advances in the co-production of biosurfactant and other biomolecules: statistical approaches for process optimization.

Journal of applied microbiology
An efficient microbial conversion for simultaneous synthesis of multiple high-value compounds, such as biosurfactants and enzymes, is one of the most promising aspects for an economical bioprocess leading to a marked reduction in production cost. Alt...