AI in Pharmaceutical R&D with Kim Branson
发布时间 2024-08-01 15:00:52 来源
摘要
In this episode, Vijay Pande talks with Kim Branson, the SVP and Global Head of AI and Machine Learning for GSK, about his journey from a childhood fascination with computers to leading AI efforts in a major pharmaceutical company.
They discuss Branson's career path, the intersection of computation and biology, and the challenges and opportunities in integrating AI into drug discovery and development.
Topics covered:
00:00 - Introduction to Kim Branson and his background
00:15 - Early interest in computers and transition to molecular biology
01:20 - Experience with computational methods in drug design
02:10 - Differences between working in startups and large pharmaceutical companies
04:05 - Decision to join GSK and the company’s commitment to AI
06:10 - Implementing AI in drug discovery processes
08:35 - Use of genetic databases and machine learning in target identification
10:55 - Application of AI in clinical trials and pathology
12:40 - Importance of data in AI-driven drug discovery
16:55 - Challenges of integrating AI into existing pharmaceutical frameworks
18:15 - Advice for startups in the AI and drug discovery space
24:20 - Future of AI in personalized medicine and computational biology
Resources:
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