35min chapter

Brave New World -- hosted by Vasant Dhar cover image

Ep 57: Rich Bonneau on the Exciting Frontiers of Computational Biology

Brave New World -- hosted by Vasant Dhar

CHAPTER

Machine Learning Applications in Biology and Drug Discovery

Exploring the utilization of machine learning methods in biology, focusing on sequence and structure analysis, protein function annotation, and antibody domain re-engineering for medicinal purposes. Emphasizing the importance of self-supervised systems to guide modifications that enhance antibody functionality while maintaining structural stability. Highlighting the collaborative efforts between academia and pharmaceuticals to advance research in computational biology and drug discovery for rapid and precise medicine design.

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