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Generative AI for Toxicology and Drug Safety

🎙 Presented by Weida Tong, US FDA Generative AI technologies, such as Generative Adversarial Networks (GANs), are opening new frontiers in predictive toxicology and drug safety. Weida Tong discusses how the US FDA is leveraging GANs to: 1️⃣ Generate synthetic animal study data without conducting experiments. 2️⃣ Produce toxicogenomics data from experimental designs alone. 3️⃣ Translate toxicological findings across different organs. This presentation highlights the complementary roles of predictive and generative AI in advancing the 3Rs (Replacement, Reduction, and Refinement) in toxicology and drug discovery, offering more efficient and ethical approaches to safety assessment. 📍 This presentation was recorded live during ECETOC's workshop "Integrating AI in Chemical Safety Assessment – Opportunities, Challenges, and the Path Forward," held in October 2024. ➡️ Watch more presentations from this workshop on ECETOC's YouTube channel or visit https://www.ecetoc.org/event/ai-works... for more information.