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

Episoder(584)

Ep. 24 Endoscopy for the Interventional Radiologist with Dr. Srinivasa and Dr. Chick

Ep. 24 Endoscopy for the Interventional Radiologist with Dr. Srinivasa and Dr. Chick

Jeffrey Chick and Ravi Srinivasa of University of Michigan VIR. In Episode 24 they explain the advantages of using simple to learn endoscopic techniques in gallbladder, biliary and genitourinary cases.

8 Mar 201843min

Ep. 23 Adrenal Vein Sampling with Dr. Mike Devane

Ep. 23 Adrenal Vein Sampling with Dr. Mike Devane

The procedure that everyone gets excited about! In this week's BackTable podcast Mike Devane talks us through adrenal vein sampling technique, including equipment/imaging tips and tricks, as well as pitfalls to avoid. Whether looking to build an AVS service, or just preparing for that once in a blue moon case, you're certain to take away a few pearls!

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Ep. 22 Central and Upper Extremity Venous Interventions with Dr. Mark Lessne and Dr. Sabeen Dhand

Ep. 22 Central and Upper Extremity Venous Interventions with Dr. Mark Lessne and Dr. Sabeen Dhand

Central and Upper Extremity Venous Interventions with Dr. Mark Lessne of Charlotte Radiology and Dr. Sabeen Dhand of PIH Health. In this episode our docs discuss central recanalizations, ballooning versus stents, declot techniques, and get into a ton of tips and tricks!

6 Feb 201858min

Ep. 21 Vertebral Augmentation with Dr. Venu Vadlamudi and Dr. Kumar Madassery

Ep. 21 Vertebral Augmentation with Dr. Venu Vadlamudi and Dr. Kumar Madassery

Vertebral augmentation can be accomplished through various techniques - Dr. Venu Vadlamudi and Dr. Kumar Madassery shed light on the utility of kyphoplasty versus vertebroplasty when treating compression fractures of the spine.

28 Jan 201837min

Ep. 20 Pressure-Directed Therapy in TACE with Dr. Justin Lee and Dr. Terence Gade

Ep. 20 Pressure-Directed Therapy in TACE with Dr. Justin Lee and Dr. Terence Gade

Our 20th BackTable podcast episode featuring special guests Dr. Justin Lee of Florida Interventional Specialists, and Dr. Terence Gade of Hospital of University of Pennsylvania. They discuss experiences and utility of pressure-directed, antireflux infusion for TACE treatments.

20 Jan 201844min

Ep. 19 Lymphatic Interventions with Dr. Chick and Dr. Srinivasa

Ep. 19 Lymphatic Interventions with Dr. Chick and Dr. Srinivasa

Our holiday episode featuring Dr. Jeffrey Chick and Dr. Ravi Srinivasa of University of Michigan. They sit fireside with our host J. Michael Barraza Jr. to discuss lymphatic interventions in IR.

27 Des 201748min

Ep. 18 Complex LE Venous Interventions with Dr. Jeffrey Chick and Dr. Ravi Srinivasa

Ep. 18 Complex LE Venous Interventions with Dr. Jeffrey Chick and Dr. Ravi Srinivasa

Dr. Jeffrey Chick and Dr. Ravi Srinivasa discussing complex lower extremity venous interventions at University of Michigan VIR.

18 Des 201756min

Ep.17 Prostate Artery Embolization with Dr. Ari Isaacson and Dr. Sandeep Bagla

Ep.17 Prostate Artery Embolization with Dr. Ari Isaacson and Dr. Sandeep Bagla

Special guests Dr. Ari Isaacson and Dr. Sandeep Bagla sharing their experiences with prostate artery embolization, including a candid discussion on practice building, equipment, and a brief intro on what to expect at the upcoming STREAM PAE course Jan 13 in Washington DC.

20 Nov 201747min

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