Machine Learning Stream

 

Technological Advancements Driving Drug Development Forward

The Machine Learning stream at PEGS Boston in 2025 brings together scientists at the intersection of technology, data, and biotherapeutics. This stream will feature cutting-edge research across three key areas of drug development. The stream’s opening program will highlight machine learning approaches for protein engineering, including prediction, discovery, design, and optimization. The stream will then hone in on computational tools and AI/ML for immunogenicity prediction. Finally, the stream will move to the ML and Digital Integration in Biotherapeutic Analytics program to explore how digital tools and AI are transforming data integration, validation, and analysis across discovery, development and clinical stages. The stream as a whole offers a walkthrough of how ML/AI, simulation, and computational tools are being leveraged to drive drug development forward.


Conferences Include:

May 12-13

ML and Digital Integration in Biotherapeutic Analytics

May 13-14

Predicting Immunogenicity with AI/ML Tools

May 15-16

Machine Learning Approaches for Protein Engineering



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