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

Jaksot(585)

Ep. 454 Moral Injury in Interventional Radiology with Dr. Mina Makary and Dr. Jeff Chick

Ep. 454 Moral Injury in Interventional Radiology with Dr. Mina Makary and Dr. Jeff Chick

In this episode of the BackTable Podcast, host Dr. Ally Baheti discusses the concept of moral injury with Dr. Mina Makary from Ohio State University and Dr. Jeff Chick from the University of Washington. The conversation focuses on their recent study published in Academic Radiology, which employed a survey to analyze prevalence of moral injury, factors contributing to its occurrence, and strategies to address it. --- CHECK OUT OUR SPONSOR RADPAD® Radiation Protection https://www.radpad.com/ --- SYNPOSIS It is important to distinguish burnout from moral injury, with the former concept more focused on personal resilience, and the latter defined as extrinsic circumstances that lead to disconnection with one’s career. A key finding from the study was the negative correlation between degree of moral injury and quality of life. Respondents’ free text answers identified a variety of factors contributing to moral injury. The doctors also speak about strategies for addressing moral injury such as psychotherapy, spiritual care, and physical exercise. Most importantly, they believe it is crucial to target systemic factors with efforts to increase physician leadership, administrative support, and research in physician wellness. --- TIMESTAMPS 00:00 - Introduction 02:14 - Defining Moral Injury 05:31 - Survey Methodology and Respondent Demographics 07:52 - Key Survey Findings 11:07 - Causes of Moral Injury 12:11 - Personal and Systemic Strategies for Addressing Moral Injury --- RESOURCES Moral Injury Among Interventional Radiologists (Woerner, 2024): https://pubmed.ncbi.nlm.nih.gov/37926643/ Identifying Moral Injury in Healthcare Professionals: The Moral Injury Symptom Scale-HP (Mantri, 2020): https://pubmed.ncbi.nlm.nih.gov/32681398/

14 Kesä 202423min

Ep. 453 Thoracentesis Best Practices with Dr. Paul Lewis

Ep. 453 Thoracentesis Best Practices with Dr. Paul Lewis

In this episode, Dr. Paul Lewis discusses best practices for thoracentesis. He shares insights on using image guidance, managing complex effusions, and managing complications such as pneumothorax and hemothorax. Dr. Lewis is an interventional radiologist at the University of Pittsburgh Medical Center. --- CHECK OUT OUR SPONSOR Laborie RenovaRP Centesis System https://www.laborie.com/product/renovarp-products/ --- SYNPOSIS Dr. Lewis also speaks on patient selection, procedural techniques, equipment choices, and other troubleshooting tips. Additionally, the doctors cover procedural nuances such as bilateral thoracentesis and patient positioning and highlight the efficiency of the RenovaRP Centesis System. --- TIMESTAMPS 00:00 - Introduction 06:07 - Thoracentesis Procedure Walkthrough 16:49 - Equipment Used 22:14 - Troubleshooting 30:56 - Post-Procedural Care 36:12 - Complications 48:07 - Helpful Resources --- RESOURCES Prospective comparison between a peristaltic pump and vacuum containers for paracentesis: Time, resources and safety: https://pubmed.ncbi.nlm.nih.gov/38042055/ Paracentesis: Faster and easier using the RenovaRP® pump: https://pubmed.ncbi.nlm.nih.gov/35548901/ Society of Interventional Radiology Consensus Guidelines for the Periprocedural Management of Thrombotic and Bleeding Risk in Patients Undergoing Percutaneous Image-Guided Interventions—Part II: Recommendations: https://www.jvir.org/article/S1051-0443(19)30407-5/fulltext The Impact of Gravity vs Suction-driven Therapeutic Thoracentesis on Pressure-related Complications: The GRAVITAS Multicenter Randomized Controlled Trial: https://pubmed.ncbi.nlm.nih.gov/31711990/

11 Kesä 202454min

Ep. 452 The 'Woundosome' Concept with Dr. Lorenzo Patrone

Ep. 452 The 'Woundosome' Concept with Dr. Lorenzo Patrone

In this episode, Dr. Ally Baheti interviews interventional radiologist Dr. Lorenzo Patrone about his recent multidisciplinary editorial entitled "The 'Woundosome' Concept and Its Impact on Procedural Outcomes in Patients With Chronic Limb-Threatening Ischemia.” --- CHECK OUT OUR SPONSOR Reflow Medical https://www.reflowmedical.com/ --- SYNPOSIS Dr. Patrone explains his interest in critical limb ischemia (CLI) and describes how he reached out to colleagues around the world with the intention of drafting a paper that summarizes research in below-the-ankle interventions and increases awareness of the woundosome concept. He explains the woundosome concept, which aims to understand how each patient’s foot vasculature influences the effectiveness of below-the-ankle interventions and tissue healing. Understanding each patient’s anatomy, having adequate imaging of the foot, obtaining pedal acceleration times, and using micro-oxygen sensors are strategies to assess wound perfusion, which is integral for treatment planning and prognosis. He illustrates these techniques in a case study of a non-healing wound. Finally, Dr. Patrone shares some technical tips for below-the-ankle interventions, including the benefits of ipsilateral antegrade access, sheath selection, and strategic contrast administration. --- TIMESTAMPS 00:00 - Introduction 02:25 - Multidisciplinary and Global Collaboration 05:59 - Explaining the Woundosome Concept 07:51 - Understanding Wound Perfusion 10:20 - Assessing the Effectiveness of Revascularization 20:09 - Case Example with Pictures 28:07 - Technical Tips for CLI Interventions --- RESOURCES Find Your Algorithm (FYA): https://fya-congress.com/ The "Woundosome" Concept and Its Impact on Procedural Outcomes in Patients With Chronic Limb-Threatening Ischemia: https://journals.sagepub.com/doi/10.1177/15266028241231745?url_ver=Z39.88-2003&rfr_id=ori:rid:crossref.org&rfr_dat=cr_pub%20%200pubmed Vascular imaging of the foot: the first step toward endovascular recanalization (Manzi): https://pubmed.ncbi.nlm.nih.gov/21997985/ BASIL-2 Trial: https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00462-2/fulltext BackTable VI Ep. 90- Pedal Acceleration Time for Limb Salvage with Jill Sommerset and Dr. Mary Constantino: https://www.backtable.com/shows/vi/podcasts/90/pedal-acceleration-time-for-limb-salvage The First-in-Man "Si Se Puede" Study for the use of micro-oxygen sensors (Montero-Baker): https://pubmed.ncbi.nlm.nih.gov/26004327/ PEDRA Perfusion Monitoring: https://www.pedratech.com/ Armada XT Balloon: https://www.cardiovascular.abbott/us/en/hcp/products/peripheral-intervention/peripheral-dilatation-catheters/armada-14.html

7 Kesä 202429min

Ep. 451 Comprehensive DVT Care: CLOUT Study Impacts with Dr. Nicolas Mouawad and Dr. Raja Ramaswamy

Ep. 451 Comprehensive DVT Care: CLOUT Study Impacts with Dr. Nicolas Mouawad and Dr. Raja Ramaswamy

In this episode of the BackTable Podcast, vascular surgeon Dr. Nicolas Mouawad and interventional radiologist Dr. Raja Ramaswamy share their insights on the changing landscape of deep vein thrombosis (DVT) management, steps of mechanical thrombectomy, and current research on DVT interventions. --- CHECK OUT OUR SPONSOR Inari Medical https://www.inarimedical.com/ --- SYNPOSIS The guests start by describing their typical referral patterns, noting that most cases come through the emergency department. In terms of workup, it is important to distinguish between acute and chronic DVTs and classify the thrombosis location as either proximal (femoral vein or higher) or distal. Anticoagulation, usually with direct oral anticoagulants, is always started, with efficacy largely determined by patient compliance. Regarding endovascular intervention, thrombolysis may be an effective adjunctive treatment if the clot occurred within a two-week timespan, but it carries a bleeding risk and requires ICU monitoring. On the other hand, mechanical thrombectomy is an option for both acute and chronic clots, allows for intervention in patients with high bleeding risk, and does not require post-procedural hospitalization. Both physicians emphasize that interventions should be employed if there are long-term benefits of avoiding post-thrombotic syndrome and pulmonary embolism. The physicians walk through a typical mechanical thrombectomy procedure, which involves the thrombectomy device, venogram, intravascular ultrasound, and possible stent placement. Finally, they discuss recent data, including the ATTRACT Trial for thrombolytics and the CLOUT Registry and Trial for ClotTriever use. Notably, they mention the DEFIANCE Trial as a current prospective randomized clinical trial for ClotTriever use in the iliofemoral region. --- TIMESTAMPS 00:00 - Introduction 03:48 - DVT Referral Patterns and Treatment Algorithms 08:55 - Choosing an Anticoagulation Regimen 11:01 - DVT Interventions 13:54 - Patient Scenarios and Treatment Decisions 22:29 - Post-Thrombotic Syndrome 26:16 - Mechanical Thrombectomy Technique 35:45 - Postoperative Care 39:09 - The Evolution of Mechanical Thrombectomy 43:38 - ATTRACT Trial 46:20 - CLOUT Trial --- RESOURCES Inari ClotTriever System: https://www.inarimedical.com/clottriever-system ATTRACT Trial: https://www.nejm.org/doi/full/10.1056/NEJMoa1615066 CLOUT Trial: https://pubmed.ncbi.nlm.nih.gov/35218955/ DEFIANCE Trial: https://evtoday.com/news/inari-medical-begins-defiance-randomized-clinical-trial-of-clottriever-system-in-dvt

4 Kesä 202458min

Ep. 450 The Hidden Struggles: Supporting Mental Health in Medicine Together, Not Alone with Dr. Jenanan Vairavamurthy

Ep. 450 The Hidden Struggles: Supporting Mental Health in Medicine Together, Not Alone with Dr. Jenanan Vairavamurthy

Trigger warning: This episode contains discussions about suicide. In this episode of the BackTable podcast, interventional radiologist Dr. Jenanan Vairavamurthy shares about the tragic loss of his physician brother to suicide and discusses his own mental health journey. He highlights the immense pressures and challenges that medical training and practice impose on providers. --- SYNPOSIS The discussion emphasizes the need for mental health awareness and the importance of creating supportive environments within the medical community. He advocates for open conversations about mental health struggles and urges those in leadership positions to prioritize the well-being of colleagues and trainees. This powerful conversation aims to destigmatize mental health issues in the medical field and encourages medical providers to seek and provide support for each other. --- TIMESTAMPS 00:00 Introduction 04:11 Assessing Personal Mental Health 06:31 Personal Tragedy and Mindset Shift 11:49 The Realities of Wellness in Medicine 21:59 Creating Supportive Environments Within Medicine 25:58 Navigating Personal and Professional Challenges 35:15 Building and Leading Supportive Networks --- RESOURCES Physician Supp​​ort Line: https://www.physiciansupportline.com/

31 Touko 202442min

Ep. 449 Percutaneous Transmural Arterial Bypass: Updates on Technique and Data with Dr. Peter Soukas

Ep. 449 Percutaneous Transmural Arterial Bypass: Updates on Technique and Data with Dr. Peter Soukas

In this episode, interventional cardiologist Dr. Peter Soukas joins us to discuss percutaneous transmural arterial bypass (PTAB) using the DETOUR system, a novel percutaneous treatment for extensive and complex blockages in the superficial femoral artery (SFA). --- CHECK OUT OUR SPONSOR Endologix https://endologix.com/ --- SYNPOSIS Dr. Soukas shares his extensive experience and insights into PTAB development, benefits, patient selection, and procedural details. The idea behind PTAB is to create an SFA-to-popliteal artery bypass through endovascular means, using a system of overlapping stent grafts within the femoral vein as a conduit. When planning the procedure, it is important to consider the location of reentry into the popliteal artery, avoid calcified zones, and meet femoral vein size criteria. Additionally, we explore the advantages of PTAB over other endovascular options and traditional open surgical bypass, which carry a higher likelihood of restenosis and longer recovery times, respectively. We also discuss the types of training and support available for physicians interested in adopting this technique, cost and reimbursement aspects, and the future direction of PTAB, including ongoing post-market studies. --- TIMESTAMPS 00:00 Introduction 02:38 Dr. Soukas’ Career in Vascular Medicine 05:19 Introduction to PTAB 13:00 Landing Zones 19:37 Stent Graft Sizing 23:14 Patient Selection and Adjunctive Medical Therapy 28:04 Procedural Risks 29:18 Navigating PTAB Implementation 32:20 Opportunities for Learning PTAB --- RESOURCES PTAB with the DETOUR System: https://endologix.com/ptab/detour/ Brown Vascular and Endovascular Fellowship: https://brownmedicine.org/3/cardiology-vascular-endovascular-fellowship/ COMPASS Trial: https://www.nejm.org/doi/full/10.1056/NEJMoa1709118 VOYAGER Trial: https://www.nejm.org/doi/full/10.1056/NEJMoa2000052 DETOUR 2 Trial: https://www.jvascsurg.org/article/S0741-5214(22)01274-5/fulltext

28 Touko 202439min

Ep. 448 Below the Ankle Expertise: Distal Pedal Access with Dr. Marta Lobato

Ep. 448 Below the Ankle Expertise: Distal Pedal Access with Dr. Marta Lobato

In this episode, Dr. Marta Lobato explores advanced endovascular techniques in below the knee (BTK) and below the ankle (BTA) interventions for critical limb ischemia (CLI). She introduces various skills that were developed and used by her team, such as the telescopic needle, buddy needle, balloon-assisted puncture, and vasodilation to prevent artery spasm. Dr. Lobato is a vascular surgeon at Hospital de Cruces in Barakaldo, Spain. --- CHECK OUT OUR SPONSOR Reflow Medical https://www.reflowmedical.com/ --- SYNPOSIS The discussion covers the importance of visualizing the fifth metatarsal for effective lateral views in X-rays, the intricacies of accessing the lateral and medial plantar arteries, and the significance of starting with easier procedures before attempting more complex interventions. Additionally, Dr. Lobato highlights the role of social media in learning about innovative medical practices. --- TIMESTAMPS 00:00 - Introduction 05:54 - Below the Knee and Ankle Interventions 15:35 - Complexities of Zone 2 and 3 Access 23:12 - Buddy Needle Technique for Calcified Arteries 30:12 - Advanced Techniques for Supporting the Wire 34:13 - Vasodilator Use 37:12 - Balloon-Assisted Techniques 41:02 - Advancing Your Endovascular Skills --- RESOURCES Tips and Tricks for Simple and Complex Below-the-Ankle Punctures: https://pubmed.ncbi.nlm.nih.gov/38441118/ Buddy Needle Technique to Facilitate Retrograde Puncture of Heavily Calcified Tibial Vessels: https://pubmed.ncbi.nlm.nih.gov/28587566/ Balloon-Assisted Retrograde Puncture of Distal Vessels in Patients Unsuitable for a Conventional Transpedal Approach: https://pubmed.ncbi.nlm.nih.gov/34989276/ Retrograde Balloon-Assisted Approach to Prevent Distal Embolization During Complex Recanalization Procedures: https://pubmed.ncbi.nlm.nih.gov/36415934/ The "Woundosome" Concept and Its Impact on Procedural Outcomes in Patients With Chronic Limb-Threatening Ischemia: https://pubmed.ncbi.nlm.nih.gov/38523459/ New antioxidant therapy for hard-to-heal neuroischaemic diabetic foot ulcers with deep exposure: https://pubmed.ncbi.nlm.nih.gov/37029973/ Percutaneous endovascular arteriovenous fistula creation for hemodialysis access using "off-the-shelf" conventional devices: https://pubmed.ncbi.nlm.nih.gov/33251393/

24 Touko 202445min

Ep. 447 Exploring GAE: Clinical Insights and Outcomes with Dr. Mark Little

Ep. 447 Exploring GAE: Clinical Insights and Outcomes with Dr. Mark Little

In this episode, Dr. Mark Little shares his insights about genicular artery embolization (GAE), implications for patients with knee osteoarthritis, possible applications in other MSK interventions, and the importance of research for advancing the field. Dr. Little is a consultant diagnostic and interventional radiologist at Berkshire Imaging and Visiting Professor at the University of Reading in England. --- CHECK OUT OUR SPONSOR Varian, a Siemens Healthineers company https://www.siemens-healthineers.com/ --- SYNPOSIS The doctors also discuss challenges and considerations in patient selection, particularly concerning patients with comorbid peripheral arterial disease, and they further emphasize the need for high-quality research and collaboration within the IR community to continue improving MSK embolization practices. --- TIMESTAMPS 00:00 - Introduction 12:28 - Genicular Artery Embolization 24:30 - GENESIS 1 and 2 Studies 41:04 - Future of MSK Embolization --- RESOURCES BackTable VI Episode 27 - Geniculate Artery Embolization for Osteoarthritis with Dr. Sandeep Bagla and Dr. Ari Isaacson: https://www.backtable.com/shows/vi/podcasts/27/geniculate-artery-embolization-for-osteoarthritis BackTable VI Episode 85 - Genicular Artery Embolization for OA with Dr. Jafar Golzarian: https://www.backtable.com/shows/vi/podcasts/85/genicular-artery-embolization-for-oa GEST MSK Annual Meeting: https://thegestgroup.com/annual-msk-meeting/ GENESIS 1 - Genicular artEry embolizatioN in patiEnts with oSteoarthrItiS of the Knee (GENESIS) Using Permanent Microspheres: Interim Analysis: https://pubmed.ncbi.nlm.nih.gov/33474601/ GENESIS 2 - Genicular Artery Embolisation in Patients with Osteoarthritis of the Knee (GENESIS 2): Protocol for a Double-Blind Randomised Sham-Controlled Trial: https://pubmed.ncbi.nlm.nih.gov/37337060/ Dr. Little Genicular Artery Anatomy Paper - Cadaveric and Angiographic Anatomical Considerations in the Genicular Arterial System: Implications for Genicular Artery Embolisation in Patients with Knee Osteoarthritis: https://pubmed.ncbi.nlm.nih.gov/34657976/ Dr. Sid Padia’s Knee OA Research (UCLA) - Genicular Artery Embolization for the Treatment of Symptomatic Knee Osteoarthritis: https://pubmed.ncbi.nlm.nih.gov/34703964/ Dr. Lars Lönn from Copenhagen Trial - Genicular Artery Embolization as Pain Treatment of Knee Osteoarthritis (GETKO): https://classic.clinicaltrials.gov/ct2/show/NCT05360329 Dr. Anna Martinez from Spain Shoulder Study - Mid-Term Results of Transcatheter Arterial Embolization for Adhesive Capsulitis Resistant to Conservative Treatment: https://pubmed.ncbi.nlm.nih.gov/33135118/ Dr. Anna Martinez from Spain Shoulder Study - Clinical Outcomes of Transcatheter Arterial Embolization for Secondary Stiff Shoulder: https://pubmed.ncbi.nlm.nih.gov/33478903/

21 Touko 202451min

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