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. 79 Building a Deep Venous Program with Dr. Jeffrey Chick

Ep. 79 Building a Deep Venous Program with Dr. Jeffrey Chick

Interventional Radiologist Dr. Jeffrey Chick tells us about his deep venous practice at UW Medicine including tips on growing a collaborative, multidisciplinary venous program.

31 Elo 202035min

Ep. 78 Is Radioembolization a Future Option for Prostate Cancer Therapy? with Dr. Sam Mouli

Ep. 78 Is Radioembolization a Future Option for Prostate Cancer Therapy? with Dr. Sam Mouli

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/xI8Csf  Interventional Radiologists Dr. Sam Mouli from Northwestern University and Dr. Sandeep Bagla discuss new research examining Y-90 Radioembolization as a novel therapeutic option for treating prostate cancer.

24 Elo 202030min

Ep. 77 Endovascular AV Fistula Creation with Dr. Neghae Mawla

Ep. 77 Endovascular AV Fistula Creation with Dr. Neghae Mawla

In this episode, Dr. Neghae Mawla joins Dr. Chris Beck to discuss endovascular AV fistula creation. The episode begins by discussing the advantages of fistulas versus catheters and grafts and how guidelines have changed from “Fistula First” to the most appropriate type of access for the patient. Dr. Mawla explains the details of how he determines candidates for the EndoAVF using ultrasound for vein mapping. We then review patient preparation for EndoAVF including anticoagulation, antibiotics, and anesthesia. We share the two main systems for EndoAVF, Avenu Ellipsys and the WavelinQ device and discuss the similarities and differences between these two approaches for fistula creation. Dr. Mawla walks through his ultrasound-guided techniques and the need for dual venous and arterial access with the WavelinQ device. They review some potential complications with using these devices, including hematomas and uncontrolled arterial bleeds, and post-procedural management. Dr. Mawla discusses timelines for evaluating venous maturation in patients and when a fistula is typically ready for use. He explains the differences between EndoAVF and surgically created fistulas, including several advantages of endo-anastomosis. The episode ends by talking about EndoAVF education in dialysis centers and collaborating with nursing staff, clinics, and both device companies to re-educate staff and patients on differences in cannulation.

17 Elo 202059min

Ep. 76 Targeting the Tumor Microenvironment in HCC with Dr. Terence Gade

Ep. 76 Targeting the Tumor Microenvironment in HCC with Dr. Terence Gade

Interventional Radiologist Terence Gade from Penn Medicine, University of Pennsylvania Health System tells us about emerging research and therapies targeting the tumor microenvironment in Hepatocellular carcinoma (HCC).

10 Elo 202027min

Ep. 75 The Role of IR in Stroke Interventions (Part 2) with Dr. David Sacks and Dr. Martin Radvany

Ep. 75 The Role of IR in Stroke Interventions (Part 2) with Dr. David Sacks and Dr. Martin Radvany

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/07FYzi Part II of the discussion with Dr. Martin Radvany and Dr. David Sacks on the role of Interventional Radiologists in stroke interventions, including addressing training requirements and rural access to care.

4 Elo 202046min

Ep. 74 The Role of IR in Stroke Interventions (Part 1) with Dr. David Sacks and Dr. Martin Radvany

Ep. 74 The Role of IR in Stroke Interventions (Part 1) with Dr. David Sacks and Dr. Martin Radvany

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/yS6TGL Dr. Martin Radvany and Dr. David Sacks discuss the role of Interventional Radiologists in the treatment of acute ischemic stroke, including training requirements, the multidisciplinary team approach, and ways to improve patient access to high quality care.

2 Elo 202057min

Ep. 73 Iliocaval Stenting with Dr. Gerry O'Sullivan

Ep. 73 Iliocaval Stenting with Dr. Gerry O'Sullivan

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/TFABaN Interventional Radiologist Dr. Gerry O'Sullivan shares his experiences with Iliocaval stenting in post-thrombotic patients, including pearls and pitfalls and the "Aiming for the bottom corner" technique.

27 Heinä 202048min

Ep. 72 Uterine Fibroid Embolizations in the OBL with Dr. John Lipman

Ep. 72 Uterine Fibroid Embolizations in the OBL with Dr. John Lipman

John Lipman, MD discusses UFE practice building, patient workup, and embolization technique in his dedicated Women's interventional practice, Atlanta Interventional Institute. --- CHECK OUT OUR SPONSORS RADPAD® Radiation Protection https://www.radpad.com/ Accountable Physician Advisors http://www.accountablephysicianadvisors.com/ Accountable Revenue Cycle Solutions https://www.accountablerevcycle.com/ --- EARN CME Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs: https://earnc.me/10vK6b

20 Heinä 202052min

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