AI & Machine Learning in Vaccine Development

AI & Machine Learning in Vaccine Development

This session will explore the transformative role of Artificial Intelligence (AI) and Machine Learning (ML) in revolutionizing vaccine development, from antigen discovery to predictive modeling of immune responses. These technologies are accelerating timelines, enhancing precision, and enabling the creation of next-generation vaccines tailored for global health challenges.

Session Objectives:

  • Understand how AI/ML tools are applied in predicting epitopes and antigens.

  • Explore computational modeling of host-pathogen interactions and immune responses.

  • Evaluate AI-driven strategies in accelerating preclinical vaccine pipelines.

  • Identify real-world case studies in AI-assisted vaccine development (e.g., COVID-19, Malaria, RSV).

  • Discuss challenges, ethical considerations, and the future outlook.

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