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. 59 Endovascular Treatment of DVT with Dr. Dexter and Dr. Abramowitz

Ep. 59 Endovascular Treatment of DVT with Dr. Dexter and Dr. Abramowitz

Vascular Surgeons David Dexter and Steven Abramowitz discuss endovascular treatment of lower extremity DVT, including patient selection and risks and benefits of catheter-directed therapy (CDT), mechanical thrombectomy, and pharmaco-mechanical thrombolysis.

24 Maalis 202059min

Ep. 58 Endovascular Treatment of PE with Dr. Venkat Tummala and Dr. Thomas Tu

Ep. 58 Endovascular Treatment of PE with Dr. Venkat Tummala and Dr. Thomas Tu

Interventional Cardiologist Thomas Tu, MD and Interventional Radiologist Venkat Tummala MD discuss their respective approach to the treatment of Pulmonary Embolism, including risk stratification, treatment options, and endovascular technique.

11 Maalis 202045min

Ep. 57 Practicing IR in the UK with Dr. Gregory Makris

Ep. 57 Practicing IR in the UK with Dr. Gregory Makris

Dr. Christopher Beck talks with Dr. Gregory Makris of Guy's and St. Thomas' NHS Foundation Trust in London about IR education and practice in the UK, as well as his involvement with CIRSE and the European Trainee Forum.

5 Maalis 202045min

Ep. 56 Transitioning from a Hospital to OBL practice (Part II) with Dr. Yates and Dr. Patel

Ep. 56 Transitioning from a Hospital to OBL practice (Part II) with Dr. Yates and Dr. Patel

In Part 2 of this 2-part series, Dr. Tim yates and Dr. Lincoln Patel provide insight on marketing strategies, as well as the importance of experience and partners in an outpatient based endovascular practice. --- CHECK OUT OUR SPONSORS RADPAD® Radiation Protection https://www.radpad.com/ Accountable Revenue Cycle Solutions https://www.accountablerevcycle.com/ Accountable Physician Advisors http://www.accountablephysicianadvisors.com/ --- EARN CME Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs: https://earnc.me/5UxgxL

23 Helmi 202043min

Ep. 55 Transitioning from a Hospital to OBL practice (Part I) with Dr. Yates and Dr.  Patel

Ep. 55 Transitioning from a Hospital to OBL practice (Part I) with Dr. Yates and Dr. Patel

In Part 1 of this 2-part series, Dr. Tim yates and Dr. Lincoln Patel provide insight on how they made their career change decisions, as well as the advantages and disadvantages of a hospital-based vs. outpatient-based endovascular practice. --- 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/vog6G0

11 Helmi 202051min

Ep. 54 Inclusivity in IR with Dr. Barbara Hamilton and Dr. Mary Costantino

Ep. 54 Inclusivity in IR with Dr. Barbara Hamilton and Dr. Mary Costantino

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/o6ecMR Dr. Barbara Hamilton and Dr. Mary Costantino, MD discuss inclusivity in IR, including the importance of mentorship and diversity in medicine.

16 Tammi 202023min

Ep. 53 International Volunteer Work with Dr. Stephen Hunt

Ep. 53 International Volunteer Work with Dr. Stephen Hunt

Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/Fh5LxS Dr. Stephen Hunt shares his international volunteer experiences traveling with IR4Nigeria and RAD-AID International. Get involved at www.rad-aid.org.

1 Tammi 202026min

Ep. 52 IVUS for Iliac Vein Compression with Dr. Mark Lessne and Dr. Mike Cumming

Ep. 52 IVUS for Iliac Vein Compression with Dr. Mark Lessne and Dr. Mike Cumming

Dr. Michael Cumming and Dr. Mark Lessne discuss the utility of Intravascular Ultrasound (IVUS) in the diagnosis and treatment of Deep Venous Disease, including patient selection, appropriate assessment of stenoses and assistance with stent placement. Reflect on how this Podcast applies to your day-to-day and earn AMA PRA Category 1 CMEs here: https://earnc.me/ySM6hy

11 Marras 201944min

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