DataFramed #94 How Data Science Enables Better Decisions at Merck
Jul 4, 2022
Suman Giri, the Global Head of Data Science at Merck's Human Health Division, leads innovative data-driven initiatives in pharmaceuticals. He discusses how Merck is leveraging data science to enhance decision-making, improve medical research outcomes, and tackle major industry challenges. The conversation highlights advancements in drug development, automated manufacturing, and the evolving role of data talent. Suman also delves into future trends including AI, blockchain, and the necessity for ethical frameworks to optimize healthcare outcomes.
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Data Science Applications in Pharma
- Data science is used in drug development, diagnostics, clinical trials, and manufacturing.
- Commercial and regulatory processes also utilize data science.
AI and COVID Vaccines
- AI played a crucial role in accelerating the discovery and deployment of COVID vaccines.
- AlphaFold, developed by DeepMind, solved the protein folding problem, further boosting drug discovery.
AI in Drug Trials
- Drug trials are using AI for intelligent patient selection and automation of pre-clinical quality control.
- Real-time patient monitoring and event adjudication are also being implemented.