Associate Director, Data Science
Merck Research Laboratories, United States
Sean Hayes is currently an Associate Director supporting AI/ML in Pharmacometrics at Merck Research Labs. Sean has been developing and supporting AI/ML methods for drug discovery and development at Merck for the last 6 years, starting from a postdoctoral research project. Sean has also provided modelling support for development programs accross therepeutic areas, particularly immunology, vaccines, and neuroscience. Sean originally trained as a theoretical ecologist, which initiated his broad interest in systems biology and novel computational approaches such as AI/ML. Currently Sean is focused on on identifying and implementing emerging AI/ML methods to both dramatically accelerate critical modelling support tasks and to enable novel pharmacometric capabilities.
Disclosure(s): Merck & Co, Inc.: Employment (Ongoing), Ownership Interest (stocks, stock options, patent or other intellectual property or other ownership interest excluding diversified mutual funds) (Ongoing)
Deep Learning in PKPD and Pharmacometrics: Diversity of Approaches and Applications
Wednesday, November 13, 2024
1:45 PM – 3:15 PM MST
Towards Generalizability of Neural ODEs in predictive applications in pharmacometrics
Wednesday, November 13, 2024
2:15 PM – 2:45 PM MST