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

Опубликовано 3 декабря 2024, 17:02

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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