How Generative AI Finds Cures for Rare Diseases Faster

17/09/2024 37 min Episodio 63
How Generative AI Finds Cures for Rare Diseases Faster

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Episode Synopsis

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---Links:*Harsh Thakkar LinkedIn ( https://www.linkedin.com/in/harshvthakkar/ )*Listen to this episode on the go! 🍎Apple podcast: https://apple.co/3RXPoS1🟩 Spotify podcast: https://spoti.fi/3EbDZbr👍 Like this video if you enjoy diving deep into the latest healthcare trends.💬 Comment below any questions you have. Have you implemented this into your operations yet? 🔔 Subscribe to our channel @lifesciences360 for more expert interviews about the rapidly evolving world of life sciences.📲 Follow us on social media to keep up with the latest news and discussions in the biotech and pharmaceutical sectors.Thank you for watching and supporting our channel!#AIinHealthcare  #LifeSciences #DrugDiscovery  #GenerativeAI  #ArtificialIntelligence #HealthcareInnovation  #RareDiseases  #AIMedicalResearch  #PharmaTech  #HealthcareAI  #PatientCare  #GoogleCloud  #AIDrugDiscovery  #TechInHealthcare  #HealthTech  #FutureOfHealthcare  #MedicalAI  #Biotech  #DigitalHealth  For transcripts, check out the podcast website - www.lifesciencespod.com

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