How Generative AI Finds Cures for Rare Diseases Faster

Life Sciences 360

Welcome to episode 063 of Life Sciences 360.
We dive deep into the groundbreaking role of AI in healthcare and life sciences with Shweta from Google Cloud. Learn how AI is accelerating drug discovery, enhancing patient care, and revolutionizing rare disease research. If you're passionate about the intersection of technology and health, this is a must-watch conversation!
🔗 Connect with Shweta on LinkedIn: https://www.linkedin.com/in/shwetasingh01/
📍 Explore more about Google Cloud: (https://cloud.google.com)
Chapters:
00:00 Introduction
00:01 Using Generative AI for Drug Discovery and Molecular Structures
00:11 Synthetic Images from Histological Data for Rare Diseases
00:20 Bayer's AI for Regulatory Dossiers
00:38 Categories of AI Perspectives in Healthcare
01:00 Shweta’s AI Journey & Joining Google Cloud
02:01 Methodical Approach to AI in Healthcare
02:43 AI for Rare Diseases & Accelerating Drug Research
05:01 First Steps for Companies Embracing AI
06:51 Real-World AI Use Cases: Ginkgo Bioworks & Bayer
10:32 Potential Future Frameworks for AI in Regulatory Submissions
13:52 Challenges of Rare Diseases & AI Solutions
16:05 AI's Role in Accelerating Research & Repurposing Drugs
18:10 Broader Applications of AI in Life Sciences Beyond Rare Diseases
19:22 AI for Drafting Clinical Trials & Patents
21:27 Addressing Concerns of AI in Healthcare: Ethics, Safety, and Bias
24:46 Human-in-the-Loop: The Key to Safe AI Use in Medicine
30:39 The Future of AI in Healthcare: Democratizing Access & Proactive Care
37:06 Outro & How to Connect with Shweta
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Links:
*Harsh Thakkar LinkedIn ( https://www.linkedin.com/in/harshvthakkar/ )
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