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. 16 Pressure-Directed Therapy in Y90 with Dr. Nutting and Dr. Parikh

Ep. 16 Pressure-Directed Therapy in Y90 with Dr. Nutting and Dr. Parikh

In our first podcast on pressure directed therapy, Dr. Charles Nutting and Dr. Nainesh Parikh discuss some of the first principles of Y90 radioembolization delivery, and the potential advantages of pressure directed devices over end-hole catheters in the treatment of HCC.

5 Marras 201731min

Ep. 15 Renal Ablation Therapies with Dr. Mike Devane and Dr. Ahmed Kamel

Ep. 15 Renal Ablation Therapies with Dr. Mike Devane and Dr. Ahmed Kamel

We discuss renal ablation therapies with Mike Devane MD and Ahmed Kamel MD, PhD, FSIR

1 Marras 201732min

Ep. 14 Novel Bariatric and Pain Therapies with Dr. David Prologo

Ep. 14 Novel Bariatric and Pain Therapies with Dr. David Prologo

Podcast episode 14 with J. David Prologo and J. Michael Barraza Jr. discussing Novel Bariatric and Pain Interventions.

20 Loka 201728min

Ep. 13 Neurovascular IR Part 2: Devices

Ep. 13 Neurovascular IR Part 2: Devices

Our docs discuss integrating neurovascular interventions (part 2) into your IR practice with Venu Vadlamudi and Sabeen Dhand.

2 Loka 201727min

Ep. 12 Neurovascular IR (Part 1) with Sabeen Dhand and Venu Vadlamudi

Ep. 12 Neurovascular IR (Part 1) with Sabeen Dhand and Venu Vadlamudi

Our docs discuss integrating neurovascular interventions (part 1) into your IR practice with Venu Vadlamudi and Sabeen Dhand.

2 Loka 201743min

Ep. 11 #filterOUT with Robert Ryu and AJ Gunn

Ep. 11 #filterOUT with Robert Ryu and AJ Gunn

On Episode 11 of the BackTable Podcast Robert Ryu and AJ Gunn discuss building a filter retrieval practice, equipment preferences, and challenging cases.

18 Syys 201751min

Ep. 10 Uterine Fibroid Embolizations with Dr. Keith Pereira and Dr. Chris Beck

Ep. 10 Uterine Fibroid Embolizations with Dr. Keith Pereira and Dr. Chris Beck

Dr. Keith Pereira and Dr. Chris Beck discuss building their UFE practice and transradial versus transfemoral approaches.

25 Elo 201747min

Ep. 9 StoptheChop with Dr. Kumar Madassery and Dr. Sabeen Dhand

Ep. 9 StoptheChop with Dr. Kumar Madassery and Dr. Sabeen Dhand

There are numerous modalities available to characterize and treat peripheral arterial disease (PAD). Dr. Kumar Madassery and Dr. Sabeen Dhand highlight their preferred techniques - covering imaging, atherectomy, drug coated balloons, and stenting.

16 Elo 201754min

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