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. 48 IR and ENT Treatment of Epistaxis with Dr. Ashley Agan and Dr. Sabeen Dhand

Ep. 48 IR and ENT Treatment of Epistaxis with Dr. Ashley Agan and Dr. Sabeen Dhand

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/xQPc7h In this episode, Dr. Ashley Agan and Dr. Sabeen Dhand join Dr. Gopi Shah to discuss IR and ENT treatment of epistaxis. We cover the differences in how epistaxis presents for ENT and IR as well as how epistaxis presents in children and older patients. Dr. Agan tells us about the types of nosebleeds that are common and the general treatment algorithm she follows. We discuss nasal packing and decongestant sprays for treatment and how to know when to take the patient to the OR. Dr. Agan talks about isolating the bleeding spot, how to use a foley for posterior nosebleeds, and SPA litigation. We discuss why ENT might consult IR for an embolization. Dr. Dhand tells us about the contraindications for embolization and the procedure for treating the epistaxis. We review the materials that should be used and why it is important to look out for artery connections and pseudoaneurysms. We discuss the pearls and pitfalls of ENT and IR treatment of epistaxis and how to avoid the risk of stroke.

30 Aug 201933min

Ep. 47 BRTO vs. PARTO and other Techniques with Dr. Luke Wilkins

Ep. 47 BRTO vs. PARTO and other Techniques with Dr. Luke Wilkins

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/ZvpYnL Special Guest Dr. Luke Wilkins of University of Virginia VIR discusses BRTO and PARTO techniques for treatment of gastric variceal bleeding.

18 Aug 201941min

Ep. 46 Collaboration not Competition between IR and IC with Dr. Achal Sahai and Dr. Chris Beck

Ep. 46 Collaboration not Competition between IR and IC with Dr. Achal Sahai and Dr. Chris Beck

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/bobcIg Interventional Cardiologist (IC) Dr. Achal Sahai and Interventional Radiologist (IR) Dr. Christopher Beck discuss ways these two specialties collaborate on complex cases, share endovascular techniques, and avoid the "turf war" trap.

31 Juli 201945min

Ep. 45 Coping with Complications with Dr. Maureen Kohi and Dr. Sandeep Bagla

Ep. 45 Coping with Complications with Dr. Maureen Kohi and Dr. Sandeep Bagla

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/uVVOw3 Dr. Maureen Kohi from UCSF Medical Center and Dr. Sandeep Bagla from Vascular Institute of Virginia discuss the challenges of dealing with procedural complications, and the importance of talking with colleagues and mentors in effective coping.

1 Juli 201959min

Ep. 44 TIPS Procedure Techniques: East to West Coast with Dr. Peder Horner and Dr. Peter Bream

Ep. 44 TIPS Procedure Techniques: East to West Coast with Dr. Peder Horner and Dr. Peter Bream

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/2WK9kp East Coast "McBreamy" and "Western Peder" discuss their Colapinto vs. Uchida needle preference, advantages of the ICE catheter, and other great pearls and pitfalls for the TIPS Procedure. Special thanks to our sponsor RADPAD® Radiation Protection. Protect yourself and your patients during those lengthy TIPS cases.

16 Juni 20191h

Ep. 43 Managing Urosepsis with Dr. Caire and Dr. Bennett

Ep. 43 Managing Urosepsis with Dr. Caire and Dr. Bennett

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/rn9T7J Urologist Dr. Arthur Caire and IR Dr. Shelby Bennett return to the BackTable Podcast to discuss their approaches to urosepsis, stent vs. nephrostomy for a variety of presentations, and the middle-of-the-night patient.

2 Juni 201934min

Ep. 42 Physician Contract Negotiation with Dr. Mary Costantino and Courtney Angeli

Ep. 42 Physician Contract Negotiation with Dr. Mary Costantino and Courtney Angeli

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/igMUV3 Dr. Mary Costantino and her contract lawyer Courtney Angeli discuss the essentials of physician contract negotiation: finding the right lawyer, partnerships, non-competes, and critical pitfalls to avoid.

12 Maj 20191h

Ep. 41 IR and Urology Collaboration on Renal Masses with Dr. Caire and Dr. Bennett

Ep. 41 IR and Urology Collaboration on Renal Masses with Dr. Caire and Dr. Bennett

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/PZalEv Urologist Dr. Arthur Caire and IR Dr. Shelby Bennett discuss their approaches to treating renal masses, including ways in which IR and Urology collaborate, laparoscopic versus percutaneous ablation, follow-up imaging, and more.

29 Apr 201939min

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