Uploaded December 2024 | Updated September 2026, 2 weeks ago
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
For more information, previous podcasts, and full versions, visit our website at intechnology.intel.com
#federatedlearning #dataprivacy #abbvie
The views and opinions expressed are those of the guests and author and do not necessarily reflect the official policy or position of Intel Corporation.
If you are interested in emerging threats, new technologies, or best tips and practices in cybersecurity, please follow the InTechnology podcast on your favorite podcast platforms.
Apple Podcast: podcasts.apple.com/il/podcast/intechnology/id1526572021
Spotify: open.spotify.com/show/6RN4ATo5ZDGvgaEj8rLep7?si=EQyu5_A0RvaEDGMdmiiRug
Follow our host Camille @morhardt on X: twitter.com/morhardt
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Trust and Security Solutions by Intel - intel.com/content/www/us/en/security/trust-authority.html
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About Intel:
Intel, the world leader in silicon innovation, develops technologies, products and initiatives to continually advance how people work and live. Founded in 1968 to build semiconductor memory products, Intel introduced the world's first microprocessor in 1971. This decade, our mission is to create and extend computing technology to connect and enrich the lives of every person on Earth.
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Federated Learning: A New Era of Collaboration for Pharma | InTechnology | Intel
youtube.com/intel
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
For more information, previous podcasts, and full versions, visit our website at intechnology.intel.com
#federatedlearning #dataprivacy #abbvie
The views and opinions expressed are those of the guests and author and do not necessarily reflect the official policy or position of Intel Corporation.
If you are interested in emerging threats, new technologies, or best tips and practices in cybersecurity, please follow the InTechnology podcast on your favorite podcast platforms.
Apple Podcast: podcasts.apple.com/il/podcast/intechnology/id1526572021
Spotify: open.spotify.com/show/6RN4ATo5ZDGvgaEj8rLep7?si=EQyu5_A0RvaEDGMdmiiRug
Follow our host Camille @morhardt on X: twitter.com/morhardt
Intel Trust and Security Products, Intel Trust Services, Intel Tiber trust services, Secure Federated AI,
Trust and Security Solutions by Intel - intel.com/content/www/us/en/security/trust-authority.html
Subscribe now to Intel on YouTube: intel.ly/3IX1bN2
About Intel:
Intel, the world leader in silicon innovation, develops technologies, products and initiatives to continually advance how people work and live. Founded in 1968 to build semiconductor memory products, Intel introduced the world's first microprocessor in 1971. This decade, our mission is to create and extend computing technology to connect and enrich the lives of every person on Earth.
Connect with Intel:
Visit Intel WEBSITE: intel.ly/Intel
Follow Intel on X: intel.ly/Twitter
Follow Intel on INSTAGRAM: intel.ly/Instagram
Follow Intel on LINKEDIN: intel.ly/LinkedIn
Follow Intel on TIKTOK: intel.ly/TikTok
Federated Learning: A New Era of Collaboration for Pharma | InTechnology | Intel
youtube.com/intel
