Artificial Intelligence in Managing Antimicrobial Resistance
eBook - ePub

Artificial Intelligence in Managing Antimicrobial Resistance

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Artificial Intelligence in Managing Antimicrobial Resistance

About this book

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.

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Yes, you can access Artificial Intelligence in Managing Antimicrobial Resistance by Ramendra Pati Pandey,Chung-Ming Chang,V. Samuel Raj in PDF and/or ePUB format, as well as other popular books in Medicine & Computer Science General. We have over one million books available in our catalogue for you to explore.

Information

Publisher
CRC Press
Year
2025
eBook ISBN
9781040411674
Edition
0
Topic
Medicine
Subtopic
Computer Science General

Table of contents

  1. Cover Page
  2. Title Page
  3. Copyright Page
  4. Preface
  5. Contents
  6. 1. Role of Artificial Intelligence in Fighting Antimicrobial Resistance
  7. 2. Artificial Intelligence in Disease Surveillance and Monitoring Resistance Microbes
  8. 3. Artificial Intelligence in Antibiotic Discovery and Development
  9. 4. Artificial Intelligence for Precision Medicine in Antimicrobial Resistance
  10. 5. Artificial Intelligence-driven Diagnostics for Antimicrobial Resistance
  11. 6. Artificial Intelligence-Enabled Antimicrobial Stewardship Programs
  12. 7. Big Data Analytics and Antimicrobial Resistance
  13. 8. Artificial Intelligence in Veterinary Medicine and Antimicrobial Resistance
  14. 9. Ethical and Regulatory Considerations for Artificial Intelligence in Managing AMR
  15. Index