Ep. 432 AI in Medicine: Navigating the New Frontier with Confidence with Dr. Matthew Lungren

Ep. 432 AI in Medicine: Navigating the New Frontier with Confidence with Dr. Matthew Lungren

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. --- CHECK OUT OUR SPONSOR Reflow Medical https://www.reflowmedical.com/ --- 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 --- 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

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Ep. 63 IR Identity and Turf Wars with Dr. Eric Keller

Ep. 63 IR Identity and Turf Wars with Dr. Eric Keller

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/48hidj Dr. Eric J. Keller from Stanford Medicine Department of Radiology provides insight from his studies on the IR Identity, as well as his research on perceived turf wars between specialties.

11 Maj 202050min

Ep. 62 Protect Yourself Before You Wreck Yourself with Dr. Mina Makary

Ep. 62 Protect Yourself Before You Wreck Yourself with Dr. Mina Makary

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/xsBt1Y Special guest Dr. Mina Makary from The Ohio State University Wexner Medical Center discusses the need for better awareness and protection from the serious harmful effects of chronic low dose radiation, which can sometimes require change in institutional culture. An extremely important occupational health issue!

27 Apr 202026min

Ep. 61 Physician Burnout with Dr. Jeff Chick and Dr. Jacob Bundy

Ep. 61 Physician Burnout with Dr. Jeff Chick and Dr. Jacob Bundy

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/nl8ZgW Dr. Jeffrey Chick and Dr. Jacob Bundy discuss the results of their recent study in April JVIR on rates and major contributors to Physician Burnout in IR, how they compare to other specialties, and how to prevent it in your own career.

13 Apr 202033min

Ep. 60 Building a Limb Salvage Program with Dr. Jihad Mustapha

Ep. 60 Building a Limb Salvage Program with Dr. Jihad Mustapha

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/08KW16 CLI fighters Sabeen Dhand and Jihad A. Mustapha discuss the essentials of building a successful Limb Salvage program, including the importance of a multidisciplinary approach, broadening skill sets such as pedal access, and meticulous patient follow up.

30 Mars 202049min

Special COVID-19 Weekend Update with UPenn IR Dr. Stephen Hunt

Special COVID-19 Weekend Update with UPenn IR Dr. Stephen Hunt

Dr. Stephen Hunt of Penn Medicine at University of Pennsylvania Health System discusses ways in which his IR practice has changed in the setting of the COVID 19 pandemic, including case selection and lessons learned from colleagues in Singapore and China.

28 Mars 202032min

Ep. 59 Endovascular Treatment of DVT with Dr. Dexter and Dr. Abramowitz

Ep. 59 Endovascular Treatment of DVT with Dr. Dexter and Dr. Abramowitz

Vascular Surgeons David Dexter and Steven Abramowitz discuss endovascular treatment of lower extremity DVT, including patient selection and risks and benefits of catheter-directed therapy (CDT), mechanical thrombectomy, and pharmaco-mechanical thrombolysis.

24 Mars 202059min

Ep. 58 Endovascular Treatment of PE with Dr. Venkat Tummala and Dr. Thomas Tu

Ep. 58 Endovascular Treatment of PE with Dr. Venkat Tummala and Dr. Thomas Tu

Interventional Cardiologist Thomas Tu, MD and Interventional Radiologist Venkat Tummala MD discuss their respective approach to the treatment of Pulmonary Embolism, including risk stratification, treatment options, and endovascular technique.

11 Mars 202045min

Ep. 57 Practicing IR in the UK with Dr. Gregory Makris

Ep. 57 Practicing IR in the UK with Dr. Gregory Makris

Dr. Christopher Beck talks with Dr. Gregory Makris of Guy's and St. Thomas' NHS Foundation Trust in London about IR education and practice in the UK, as well as his involvement with CIRSE and the European Trainee Forum.

5 Mars 202045min

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