Artificial Intelligence in Managing Antimicrobial Resistance

Artificial Intelligence in Managing Antimicrobial Resistance

by Ramendra Pati PandeyChung-Ming Chang and V. Samuel Raj
Epub (Kobo), Epub (Adobe)
Publication Date: 30/05/2025

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This volume reviews the use of machine learning (ML) to predict antibiotic resistance in pathogens based on gene content and genome composition as data sets comprising hundreds or thousands of pathogen genomes become available. One of the main goals of this work is to promote the use of ML in front-line contexts while simultaneously emphasizing the additional improvements that are required to use these techniques in a secure and confident manner. Given the variety of quantitative and qualitative laboratory indicators of AMR, the issue of what to anticipate is not an easy one.


This book is intended for academia, students of medical science, microbiology, biology, and biotechnology, as well as experts and scientists working in the fields of infectious diseases, government health organizations, and medicine.

ISBN:
9781040411674
9781040411674
Category:
Biomedical engineering
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
30-05-2025
Language:
English
Publisher:
CRC Press
Available for download after 30/05/2025

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