Smarter Cell Culture: AI Helps Improve Drug Yield and Quality
Medicines like cancer-fighting antibodies are made using living cells, which require just the right mix of nutrients and conditions to grow effectively and produce high-quality drugs. Identifying the best “recipe” is normally slow and expensive, as it requires many experiments. In our study, we trained machine learning models to learn how different ingredients and conditions affect cell growth and product quality. We then used these models to suggest better combinations for subsequent testing - speeding up the search for optimal conditions using fewer experiments.
Read more: https://www.a-star.edu.sg/bti/bti-research-highlights/smarter-cell-culture-ai-helps-improve-drug-yield-and-quality
