AI Explained: GenAI Use Cases and Challenges in Healthcare

Описание: AI is enhancing clinical workflows, patient care, and accelerating medical research and drug discovery. With its adoption comes the opportunity to strengthen AI application reliability, safeguard patient data, and advance regulatory compliance for better healthcare outcomes. Dr. Girish N. Nadkarni, a pioneer in AI-driven precision medicine and co-developer of the first FDA-approved AI bioprognostic tool for kidney disease, KidneyIntelX, will share insights on the transformative potential and challenges of GenAI in healthcare.

Watch this AI Explained to learn:
– AI-driven healthcare use cases, from AI-powered diagnostics and risk prediction to document summarization, information extraction, and internal clinical chatbots.
– Key risks including faithfulness, accuracy, and data privacy concerns related to PII and PHI.
– Best practices for responsible GenAI deployment and regulatory adherence.

AI Explained is our AMA series featuring experts on the most pressing issues facing AI and ML teams.

00:00 Introductions
02:15 Generative AI in Clinical Settings
06:09 Predictive AI and Its Challenges
14:32 Governance and Best Practices in AI
22:04 Personalized Medicine: The Future of Healthcare
24:24 AI in Clinical Summarization and Diagnostics
26:37 AI in Patient Engagement and Global Healthcare
30:26 Challenges and Future of AI in Healthcare
39:11 Conclusion

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