Federated Learning: A New Era of Collaboration for Pharma | InTechnology | Intel

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In this InTechnology video, Camille Morhardt and Prashant Shah chat with Abhishek Pandey, a global lead and principal research scientist at AbbVie, about the transformative potential of AI in drug discovery. They delve into the challenges of data privacy and IP protection in the biopharmaceutical industry, and share insights on how federated learning can facilitate collaboration among pharmaceutical companies without compromising sensitive data. They also discuss the role of OpenFL in enabling federated learning and the future of drug discovery in the context of new medical modalities.



00:00 Introduction to AI in Health and Life Sciences

03:02 The Need for Change in Drug Discovery

05:57 Data Explosion and Its Impact on Drug Discovery

09:13 Challenges in Accessing Health Data

11:58 Understanding Federated Learning

15:12 Collaborations and Business Models in Federated Learning

18:05 Benchmarking and Standardization Efforts

20:56 The Role of OpenFL in Federated Learning

24:07 Advancements in Drug Molecule Generation

26:59 The Future of Precision Medicine and AI

29:48 The Importance of Collaboration in New Modalities



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Federated Learning: A New Era of Collaboration for Pharma | InTechnology | Intel

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