VACCINE INSIGHTS

Vaccine Spotlights 2026

February

Bioinformatics and AI/ML tools to streamline vaccine discovery, development, and manufacturing
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Bioinformatics and AI/ML tools to streamline vaccine discovery, development, and manufacturing

  • Understanding how AI is being used end-to-end for vaccine discovery, development, manufacturing, regulatory, clinical trials, and licensure
  • Streamlining antigen discovery and design e.g., identifying T cell epitopes, optimizing noncoding RNA vaccine sequences
  • Clinical trials: Could AI have a place in protocol writing and patient communication?
  • Expanding the role of in silico tools in vaccine CMC e.g., digital twin technology for process optimization, automated viral infectivity assays
  • Advances in bioinformatics models for pandemic preparedness