Dive into the future of medicine with Google researchers Khaled Saab and Vivek Natarajan, discussing the breakthroughs in AI for healthcare. Discover how AI doctors may soon provide high-quality medical advice, enhancing global access to healthcare. Learn about the innovative use of large language models in medical applications and the potential for AI to outperform human doctors. Listen as we explore the significance of AI's role in healthcare and its implications for future medical practices, featuring insights from leaders in AI research.
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Spotify: https://open.spotify.com/show/6rANlV54GCARLgMOtpkzKt
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CHAPTERS:
(00:00:00) About the Show
(00:04:34) Introduction
(00:06:35) Flamingo
(00:11:50) Importance of data quality
(00:13:29) Amy: AI doctor
(00:18:44) Simulation Learning Environment
(00:23:26) Sponsors: Oracle | Brave
(00:25:34) Training the Agents
(00:27:29) Tens of thousands of data points
(00:30:35) How to incorporate new knowledge
(00:33:21) MedGemini
(00:34:51) Sponsors: Omneky | Squad
(00:36:38) Uncertainty guided search
(00:39:29) Generalist models
(00:41:16) MedGemini, Gemini, multimodal, medical images
(00:44:57) Future work, integration, consolidation
(00:46:00) Cost of AI
(00:52:38) When will AI Doctors be Deployed?
(00:58:22) The Speed of Trust
(00:59:58) Societal Acceptance of AI Doctors
(01:02:06) Uncertainty-Guided Search
(01:06:02) Med-Gemini: Chest X-Rays and CT Scans
(01:17:38) AI Scientist
(01:20:01) What are the principles at play?
(01:22:58) What should we do about AI?
(01:28:24) LLM for democratizing access to care
(01:34:22) Final Message
(01:35:38) Closing
(01:36:45) Outro
