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. 71 Building a MedEd platform with Dr. Sarel Gaur

Ep. 71 Building a MedEd platform with Dr. Sarel Gaur

We talk with Interventional Radiologist Sarel Gaur about what inspired his #medEd #YouTube channel, where his topics come from, and tips for success for others.

13 Juli 202028min

Ep. 70 CO2 Angiography with Dr. James Caridi

Ep. 70 CO2 Angiography with Dr. James Caridi

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/F6p0sz In this episode, Dr. James Caridi joins Dr. Christopher Beck to discuss the benefits of using CO2 for an angiography as well as some important tips for proper use. Dr. Caridi mentions some of the reasons for choosing CO2 rather than contrast, including its solubility, low viscosity, and buoyancy. He also speaks about CO2 angiography approaches for imaging difficult to access vasculature. Dr. Caridi also speaks to specific uses of CO2 angiography for use for mesenteric angiography and how CO2 angiography can improve the sensitivity for detection and localization of GI bleeds. Dr. Caridi and Dr. Beck also discuss some non-vascular uses for CO2 angiography as well as a technique for imaging with CO2 without having to give up wire access. We talk through safely preparing a delivery system and gently injecting CO2 to prevent/reduce reflux in the patient if needed. Finally, we go into some notes concerning dialysis, contrast induced nephropathy, and some instances when CO2 angiography should not be used. Resources mentioned: CO2 Angiography Society http://www.co2angio.org/index.php This website features over 100 pieces of literature related to CO2 angiography, information about the newest developments, and access to membership in the society. Dr. Jim Caridi explains CO2mmander and AngiAssist https://www.youtube.com/watch?v=MjsnHWmRZQI This video explains the portable delivery system and the gas management system.

6 Juli 202051min

Ep. 69 Retrograde Pedal Access with Dr. Jim Melton and Dr. Blake Parsons

Ep. 69 Retrograde Pedal Access with Dr. Jim Melton and Dr. Blake Parsons

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/wS9UCY Dr. Jim Melton and Dr. Blake Parsons discuss the benefits of retrograde pedal access in the treatment of PAD, as well as the team approach of their outpatient CardioVascular Health Clinic , which includes Vascular Surgery, Interventional Radiology, and Interventional Cardiology working together as partners for better patient care.

22 Juni 202052min

Ep. 68 RF Ablation Therapy for Bone Metastases with Dr. Jason Levy and Dr. Sandeep Bagla

Ep. 68 RF Ablation Therapy for Bone Metastases with Dr. Jason Levy and Dr. Sandeep Bagla

Dr. Jason Levy and Dr. Sandeep Bagla discuss palliative treatment of bone metastases with radiofrequency ablation, as well as recent results from the OPuS One trial.

15 Juni 202040min

Ep. 67 Locoregional Therapies for Bridging to Transplant in HCC with Dr. Alex Kim

Ep. 67 Locoregional Therapies for Bridging to Transplant in HCC with Dr. Alex Kim

Interventional Radiologist Dr. Alex Kim and Dr. Christopher Beck discuss the utility of different locoregional liver therapies in bridging HCC patients to transplant.

8 Juni 202047min

Ep. 66 Treatment of Endoleaks (Part II) with Dr. Saher Sabri and Dr. Sabeen Dhand

Ep. 66 Treatment of Endoleaks (Part II) with Dr. Saher Sabri 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/IvRKl0 Dr. Sabeen Dhand and Dr. Saher Sabri discuss their various approaches to treating Type 2 Endoleaks.

2 Juni 202034min

Ep. 65 Treatment of Endoleaks (Part I) with Dr. Saher Sabri and Dr. Sabeen Dhand

Ep. 65 Treatment of Endoleaks (Part I) with Dr. Saher Sabri 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/zw5KJW Dr. Sabeen Dhand talks with Dr. Saher Sabri about diagnosis and treatment of Endoleaks after EVAR placement. This is part one of a two part series on Endoleaks.

27 Maj 202029min

Ep. 64 Bridging to Transplant for HCC with Dr. Jennifer Berumen and Dr. Isabel Newton

Ep. 64 Bridging to Transplant for HCC with Dr. Jennifer Berumen and Dr. Isabel Newton

Transplant Surgeon Dr. Jennifer Berumen and Interventional Radiologist Dr. Isabel Newton discuss the treatment of HCC and the importance of multi-specialty collaboration in bridging these patients to successful liver transplantation. Special discussion was given around this HCC consortium article in Annals of Surgery: https://pubmed.ncbi.nlm.nih.gov/30870180/

21 Maj 202050min

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