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. 96 Building a PAE Program Alongside Urology with Dr. Matt Raynor and Dr. Ari Isaacson

Ep. 96 Building a PAE Program Alongside Urology with Dr. Matt Raynor and Dr. Ari Isaacson

In this episode, Dr. Matt Raynor and Dr. Ari Isaacson join Dr. Michael Barraza to discuss their prostatic artery embolization (PAE) program. They tell us about their new book and how they worked with IR and urology to build their program. We discuss how they got started with their first patient and explain when to follow up with PAE patients. We talk about the initial challenges of starting the PAE program, and we discuss what type of patients would be good candidates for the procedure. Dr. Raynor and Dr. Isaacson give us some advice on how to make a pitch to Urology practices that treat benign prostatic hyperplasia (BPH) patients. We discuss how IR and urology departments can collaborate and how to work with physicians who are skeptical. We examine how they approach the market for this procedure and why word-of-mouth from previous patients is so important. We emphasize learning the technique of the prostatic artery embolization, but also why interventional radiologists should learn about BPH disease process in detail. RESOURCES MENTIONED: Prostatic Artery Embolization https://www.amazon.com/Prostatic-Artery-Embolization-Ari-Isaacson/dp/3030234703/ref=sr_1_1?dchild=1&keywords=prostatic+artery+embolization&qid=1606166571&sr=8-1 This is the book by Dr. Raynor and Dr. Isaacson about PAE in IR. BackTable Podcast episode 17: Prostate Artery Embolization with Dr. Ari Isaacson and Dr. Sandeep Bagla https://www.backtable.com/podcast/17/prostate-artery-embolization Check out another episode about PAE with Dr. Isaacson!

23 Nov 202040min

Ep. 95 Needs Driven Innovation with Dr. Todd Brinton

Ep. 95 Needs Driven Innovation with Dr. Todd Brinton

In this episode, Dr. Brinton tells us how he started as a biomedical engineer and why he eventually went to medical school. We discuss how important mentorship can be, and we talk about how he was able to balance residency with building a company. Dr. Brinton shares some of the biggest lessons he has learned while being an innovator, and he discusses the goals of his company, Shockwave. We talk about the importance of understanding the patient population and some of the technical challenges of creating solutions to healthcare problems. We speak about Dr. Brinton’s position as the Fellowship Director of BioDesign at Stanford, and how he worked to train the next generation of innovators. We review the importance of needs driven innovation in medicine and how to keep the patient at the center of the innovation process. We discuss the importance of having a creative, multidisciplinary team behind an invention. We share some advice for physicians wanting to get started in needs driven innovation and explain when to file for intellectual property. Dr. Brinton explains why it can be important to “fail often and fail fast.” Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/oaB26u

16 Nov 202050min

Ep. 94 Innovation in Spine Interventions with Dr. Douglas Beall

Ep. 94 Innovation in Spine Interventions with Dr. Douglas Beall

In this episode, Dr. Douglas Beall joins Dr. Michael Barraza to discuss innovation in spine interventions. Dr. Beall tells us how he got his training in spine interventions and shifted to a more clinical approach. We talk about how following patients longitudinally can help determine the true source of pain, and the benefit of implementing new methods into a practice. We discuss what the term interventional radiologist really means and the importance of diagnostic input. We discuss an example of an out of the box spine intervention that helped a patient. Dr. Beall speaks about his new book that came out earlier this year and how it is different from other textbooks and how he has been using Twitter to give tips and tricks. We talk about how this inspired Dr. Beall to re-start a fellowship training program for spine intervention. We discuss studies and trials that were done on vertebral augmentation, and we examine the relationship between the name and value of interventional radiology. We touch on some goals for AI use in spine interventions and its impact on diagnosis and treatment. Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/BiMwPv RESOURCES MENTIONED: Book by Dr. Beall: Vertebral Augmentation: The Comprehensive Guide to Vertebroplasty, Kyphoplasty, and Implant Augmentation https://www.amazon.com/gp/product/B0856PWC7G/ref=dbs_a_def_rwt_hsch_vapi_tkin_p1_i0 Check out Dr. Beall on Twitter @dougbeall

9 Nov 202046min

Ep. 93 Deep Venous Arterialization for CLI with Dr. Fadi Saab

Ep. 93 Deep Venous Arterialization for CLI with Dr. Fadi Saab

In this episode, Dr. Fadi Saab joins Dr. Sabeen Dhand to discuss deep venous arterialization for critical limb ischemia. Dr. Saab explains how gained experience in this procedure and the changes in treatment of CLI that have occurred over the past few years. We discuss the concept of deep venous arterialization and some common patient concerns. We talk about working as a team with podiatrists and wound care specialists, who the best candidates for deep venous arterialization are, and Dr. Saab explains the term “white stop sign.” We discuss the setting of these procedures and why having the right support staff throughout the case is so important. We examine the technique and steps of the deep venous arterialization procedure, as well as potential pitfalls to avoid. Dr. Saab describes his protocol for post-procedure care, and we discuss how technology has impacted this field in recent years. RESOURCES MENTIONED: https://www.iset.org/ Use the discount code (BACKTABLE) to register for ISET. CLI Fighters Global Society https://www.cliglobalsociety.org/

2 Nov 202047min

Ep. 92 Interventional Oncology in Private Practice- Part II Approach to HCC with Dr. Justin Lee

Ep. 92 Interventional Oncology in Private Practice- Part II Approach to HCC with Dr. Justin Lee

In this episode, Dr. Justin Lee joins Dr. Christopher Beck to discuss hepatocellular carcinoma (HCC) and interventional oncology in private practice. Dr. Lee tells us how he frames his HCC patients and works with medical oncologists for treatment plans and procedures. We talk about the importance of IR bringing cases to the tumor board, the evolution of cases involving ablation, and why Dr. Lee started moving towards radioembolization (Y90). We review how to approach HCC cases while working with medical oncologists. We examine the differences between using resin and glass for radioembolization and when they should be used. Dr. Lee shares why IR should start looking into arterial drug delivery for immunotherapies. RESOURCES MENTIONED: NEJM: Atezolizumab plus Bevacizumab in Unresectable Hepatocellular Carcinoma https://www.nejm.org/doi/10.1056/NEJMoa1915745 This paper, mentioned by Dr. Lee, discusses the third phase of an HCC trial.

28 Okt 202042min

Ep. 91 Interventional Oncology in Private Practice- Part I Practice Building with Dr. Justin Lee

Ep. 91 Interventional Oncology in Private Practice- Part I Practice Building with Dr. Justin Lee

In this episode, Dr. Justin Lee joins Dr. Christopher Beck to discuss interventional oncology in private practice. We talk about challenges that come with developing a private practice, the transition from academics to community hospitals, and how to be comfortable speaking the language of oncologists. Dr. Lee emphasizes why it is important to come out of a fellowship knowing the latest information in the field, and we cover some important details regarding scheduling oncology patients. We discuss ways to build physician-physician relationships when it comes to referrals and why it is important to remember that not everyone knows what an interventional radiologist is or the services they might offer. Dr. Lee mentions how he made adjustments at his private practice to maintaining a healthy conversation between diagnostic and interventional radiology.

26 Okt 202027min

Ep. 90 Pedal Acceleration Time for Limb Salvage with Jill Sommerset and Dr. Mary Costantino

Ep. 90 Pedal Acceleration Time for Limb Salvage with Jill Sommerset and Dr. Mary Costantino

In this episode, Jill Sommerset joins Dr. Mary Costantino to discuss how she developed Pedal Acceleration Time (PAT) for limb salvage. She begins by talking about what got her into vascular ultrasound and the importance of vascular techs, especially for pre-operative planning. We discuss how she invented the pedal acceleration time technique by tracking data from foot scans. Jill speaks about PAT classifications and how they correlate to ABI (Ankle-Brachial Index) numbers. We talk through how they use pedal acceleration time on a typical day and for some different types of patients. We go over some of the limitations of PAT and some of the cases where it is extremely helpful. Jill discusses her role in the cath lab, how she is developing a platform for pedal acceleration time training, and why it is important for both the physician and vascular tech to learn about PAT. RESOURCES MENTIONED: International Symposium on Endovascular Therapy www.iset.org Use the discount code (backtable) to register for ISET.

19 Okt 202050min

Ep. 89 Online Education in Vascular Medicine: do we have the best format? with Dr. Theodosios Bisdas

Ep. 89 Online Education in Vascular Medicine: do we have the best format? with Dr. Theodosios Bisdas

In this episode, Dr. Theodosios Bisdas joins Dr. Aaron Fritts to discuss online education and his e-learning platform, Vascupedia. Dr. Bisdas talks about how he started the platform and the three main parts of the website: main arena, polling station, and exhibition area. We talk about how social media has helped expand his platform to American audiences and how to collaborate with companies and medical societies to present new devices. We go over some of the main challenges of e-learning and why it is important for physicians to have time to watch webinars. Dr. Bisdas emphasizes the value of virtual learning, having forums for international conversation, and he speaks about his hopes for the future of Vascupedia. We discuss the benefits of on-demand, high quality online content and the importance of platforms created by physicians for physicians. Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/jGVeCR RESOURCES MENTIONED: Vascupedia https://vascupedia.com/ This website contains the online learning platform mentioned by Dr. Bisdas.

13 Okt 202028min

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