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January 1, 2025In Silico Research in BiomedicineOpen Access

Advancing anti-infective drug discovery: The pivotal role of artificial intelligence in overcoming infectious diseases and antimicrobial resistance

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Authors

AMAeshah M. MohammedMMMohammed MohammedJOJawad K. Oleiwi

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Overview

This review shows AI enhances drug discovery and controls infectious diseases, indicating a need for addressing antimicrobial resistance.

Key Points

  • This review examines the applications of artificial intelligence in drug discovery and infectious disease management.
  • Conducted a comprehensive review of AI applications in infectious disease control
  • Analyzed challenges and future directions for AI integration
  • Reviewed AI-driven machine learning and deep learning methodologies
  • Evaluated data sources including clinical records and genomic data
  • AI improves pathogen detection and predictive modeling for outbreaks
  • Enhanced drug discovery reduces costs and development time
  • Vaccine development accelerated through AI-driven molecular simulations
  • AI helps personalize treatment options in infectious diseases

Cite This Study

Mohammed et al. (2025) studied this question.

synapsesocial.com/papers/69255737c0ce034ddc35ad38https://doi.org/10.1016/j.insi.2025.100118
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