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. 628 Techniques for Managing Biliary Drain Complications with Dr. Ahsun Riaz

Ep. 628 Techniques for Managing Biliary Drain Complications with Dr. Ahsun Riaz

Patients and IRs alike dread the persistent cycles of malfunction and repeated procedures that often accompany biliary drains. What can you do to keep patients off the doorstep of reintervention? In t...

27 Maalis 47min

Ep. 627 Radial Access for Peripheral Interventions: Techniques & Considerations with Dr. Shailendra Singh

Ep. 627 Radial Access for Peripheral Interventions: Techniques & Considerations with Dr. Shailendra Singh

Radial roots, peripheral reach! Radial to peripheral (R2P) access is the focus of this week’s episode with interventional cardiologist Dr. Shailendra Singh (Pennsylvania’s Lehigh Valley Heart and Vasc...

24 Maalis 1h 7min

Ep. 626 Single Stick Vascular Access: Techniques & Benefits Explained with Dr. Kevin Wong

Ep. 626 Single Stick Vascular Access: Techniques & Benefits Explained with Dr. Kevin Wong

With the single-stick technique proving to be an effective addition to the venous line placement toolkit, what is stopping IRs from venturing beyond the traditional dual-incision approach? In this epi...

20 Maalis 33min

Ep. 625 Managing Acute Arterial Thrombosis: Devices & Approaches with Dr. Shang Loh and Dr. Khanjan Nagarsheth

Ep. 625 Managing Acute Arterial Thrombosis: Devices & Approaches with Dr. Shang Loh and Dr. Khanjan Nagarsheth

The advent of newer thrombectomy devices has turned what were once hours-long surgical cutdowns into endovascular cases that last under an hour. In this episode of BackTable, host Dr. Sabeen Dhand is ...

17 Maalis 45min

Ep. 624 Integrating Spinal Cord Stimulation in Vascular Disease Management for CLTI with Dr. Mary Costantino and Jill Sommerset

Ep. 624 Integrating Spinal Cord Stimulation in Vascular Disease Management for CLTI with Dr. Mary Costantino and Jill Sommerset

Chronic limb-threatening ischemia (CLTI) represents the most advanced stage of peripheral artery disease. While many patients can be treated with endovascular or surgical revascularization, a subset o...

13 Maalis 41min

Ep. 623 CLTI: Lithotripsy and Endovascular Techniques for Below the Knee Interventions with Dr. Paul Foley

Ep. 623 CLTI: Lithotripsy and Endovascular Techniques for Below the Knee Interventions with Dr. Paul Foley

Below-the-knee (BTK) arterial disease remains one of the more challenging areas in vascular care, particularly in patients with chronic limb-threatening ischemia (CLTI), where heavy calcification comp...

10 Maalis 43min

Ep. 622 Intratumoral Immunotherapy Injections for Melanoma with Dr. Jennifer McQuade and Dr. Rahul Sheth

Ep. 622 Intratumoral Immunotherapy Injections for Melanoma with Dr. Jennifer McQuade and Dr. Rahul Sheth

When standard-of-care checkpoint blockade fails in metastatic melanoma, how can oncologists and interventional radiologists join forces to turn around patient outcomes? In this episode of the BackTabl...

6 Maalis 45min

Ep. 621 Techniques for Liver Metastases Ablation: Planning & Execution with Dr. Jonas Redmond

Ep. 621 Techniques for Liver Metastases Ablation: Planning & Execution with Dr. Jonas Redmond

With data increasingly positioning thermal ablation as a viable alternative to surgery for select liver metastases, the demands on the interventional oncologist have never been higher. Mastering the n...

3 Maalis 45min

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