Xiong Liu
Director of Data Science and AI at Novartis with expertise in applying generative AI and foundation models to life sciences R&D, including molecular design and clinical workflows.
Best podcasts with Xiong Liu
Ranked by the Snipd community
Oct 21, 2025 • 31min
Building AI-Ready Cultures in Life Sciences R&D - with Xiong Liu of Novartis
Xiong Liu, Director of Data Science and AI at Novartis, discusses how generative AI is revolutionizing life sciences R&D. He highlights the shift from traditional machine learning to foundation models, which can significantly enhance small-data tasks. Xiong explains the importance of domain-specific strategies and the role of data quality in accelerating research. He emphasizes organizational alignment among scientists and AI teams to ensure successful AI adoption, providing insights on overcoming challenges like data scarcity and validation risks.
Jun 4, 2025 • 28min
The Evolving Role of AI in Modernizing Clinical Trials - with Xiong Liu of Novartis
Xiong Liu, Director of Data Science and AI at Novartis, shares his expertise in modernizing clinical trials with AI. He discusses how AI streamlines data workflows and enhances study readiness while ensuring regulatory compliance. The conversation highlights the shift towards decentralized trials, the innovative use of AI to predict COVID-19 patient outcomes, and the transformative power of federated learning in healthcare. Liu emphasizes the importance of integrating diverse data sources and building patient trust as AI reshapes drug development.
