In this episode, Dr. Matthew Lungren discusses the transformative potential of Artificial Intelligence (AI) in healthcare, sharing insights into large language models, deep learning, and machine learning in improving patient care, enhancing clinical workflows, and optimizing medical research.
Dr. Lungren is a pediatric diagnostic and interventional radiologist, and the Chief Data Science Officer at Microsoft Health and Life Sciences. He advocates for a future where AI acts as a tool for healthcare professionals, allowing them to devote more time to patient care rather than administrative tasks. Additionally, the discussion explores concerns such as AI’s impact on employment and interactions with insurance companies, while presenting resources for healthcare professionals to engage with and learn about AI technologies actively.
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SHOW NOTES
00:00 - Introduction
03:00 - The Journey to AI Expertise: Dr. Lungren’s Story
05:48 - Decoding AI: From Basics to Large Language Models
13:07 - AI’s Impact on Healthcare and Beyond
15:57 - Exploring AI’s Potential in Content Creation and Clinical Efficiency
20:22 - The Future of AI in Healthcare: Opportunities and Challenges
25:27 - Leveraging AI for Diagnostic Radiology and Beyond
27:42 - The Transformative Potential of Generative AI in Healthcare
33:40 - Addressing Concerns: AI’s Role in Insurance and Patient Advocacy
36:41 - Empowering Healthcare Professionals with AI: Practical Applications and Future Outlook
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RESOURCES
Fundamentals of Machine Learning for Healthcare - Stanford University Coursera Course: https://www.coursera.org/learn/fundamental-machine-learning-healthcare
Dr. Matt Lungren’s LinkedIn Learning Course on Generative AI:
https://www.linkedin.com/learning/an-introduction-to-how-generative-ai-will-transform-healthcare/introduction-to-generative-ai-in-healthcare
DeepLearning.AI Website (Professor Andrew Ng):
https://www.deeplearning.ai/
Fast.AI Website (Professor Jeremy Howard):
https://www.fast.ai/
Professor Jeremy Howard YouTube:
https://www.youtube.com/@howardjeremyp/featured
Healthcare Information and Management Systems Society (HIMMS) Meeting:
https://www.himssconference.com/en/homepage.html
BackTable Vascular & Interventional