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Health Systems & Operations: AI in Medicine podcast episodes

AI across hospitals and health systems: workforce, operations and adoption at scale.

  1. Human-Led AI in Asia: Why Adoption Is Outpacing Value
    9 October 2026 · 18 min
    The World Economic Forum has released a new framework on how Asia is deploying AI. We explore why rapid AI adoption is failing to translate into sustained value for many organizations, and how health systems and…
  2. The Value Inversion: Why Meaningful Outcomes Will Decide the Health AI Race
    7 October 2026 · 16 min
    A new World Economic Forum white paper argues that health systems are evaluating AI backward. Procurement teams buy AI for efficiency, while clinicians and patients bear the risks of unproven outcomes. Maya and Sam…
  3. Does AI in Eldercare Actually Save Money? A Hard Look at the Health Economics
    7 October 2026 · 18 min
    Health systems are eager to adopt AI for aging populations, but does the technology actually save money? We unpack a scoping review of 40 economic evaluations to reveal why most AI tools are deemed cost-saving on…
  4. The 44-Point Plan: How the UK is Rewriting the Rules for Healthcare AI
    7 October 2026 · 19 min
    The UK government has officially accepted all 44 recommendations from the National Commission into the Regulation of AI in Healthcare. In this episode, Maya and Sam unpack the MHRA's extensive response, detailing the…
  5. Who Holds the Bag When Medical AI Fails? The UK's New Blueprint
    6 October 2026 · 18 min
    The UK Government has released a sweeping blueprint for the future regulation of AI in healthcare, aimed at moving away from static, one-off approvals. Listeners will learn how new concepts like Predetermined Change…
  6. Ai in Modern Medicine - curated highlights
    25 March 2026 · 23 min
    This academic review examines the transformative role of artificial intelligence within modern healthcare, highlighting its capacity to improve diagnostic accuracy, drug discovery, and surgical precision . The text…
  7. GenAI Offers Significant Potential to Reduce Clinician Burnout
    22 December 2025 · 14 min
    In this episode, we dive into the transformative role of Generative Artificial Intelligence (GenAI) in healthcare. Here's what we cover: Reducing Clinician Burnout : How GenAI can alleviate stress by streamlining…
  8. AI & The Visionaries: 30 Leaders Transforming Healthcare’s Future
    5 September 2025 · 15 min
    In this episode of AI in Medicine , we spotlight 30 visionary leaders at the forefront of the AI revolution in healthcare. From diagnostics to drug discovery, precision medicine to hospital operations, these…
  9. AI & The Visionaries: 30 Leaders Transforming Healthcare’s Future
    5 September 2025 · 8 min
    In this episode of AI in Medicine , we spotlight 30 visionary leaders at the forefront of the AI revolution in healthcare. From diagnostics to drug discovery, precision medicine to hospital operations, these…
  10. Inside the AI Health Stack: What Clinicians, Investors, and Patients Actually Use today
    2 September 2025 · 6 min
    In this episode, we dive into a first-of-its-kind AI healthcare landscape report built with Gemini and human insight. Based on structured data, stakeholder interviews, and applied LLM analysis, this research identifies…
  11. Inside the AI Health Stack: What Clinicians, Investors, and Patients Actually Use today
    2 September 2025 · 34 min
    In this episode, we dive into a first-of-its-kind AI healthcare landscape report built with Gemini and human insight. Based on structured data, stakeholder interviews, and applied LLM analysis, this research identifies…
  12. Shaping Tomorrow's Healthcare: Canada’s AI Apps for 2025
    2 September 2025 · 25 min
    What AI is being used right now in healthcare in Canada? What should health systems stay vigilant for as AI reshapes care? In this episode, we explore Canada’s “2025 Watch List: Artificial Intelligence in Health Care.”…
  13. MedTech’s AI Revolution: The 2025 Innovators Changing Healthcare Now
    2 September 2025 · 28 min
    Ever wondered which companies are turning sci-fi AI ideas into real-world medical tools? In this episode, we explore "Top 20 MedTech Companies Leveraging AI in 2025" , a revealing new report spotlighting innovators…
  14. How Future Doctors Are Using ChatGPT: Inside the AI-Powered Medical Classroom
    1 August 2025 · 13 min
    What happens when med students start studying with ChatGPT? In this special episode, we explore how the next generation of physicians is already using generative AI in their daily training. Hosted by Peter Lee…
  15. Keeping Clinical AI Healthy: How We Prevent Algorithm Burnout in Medicine
    24 July 2025 · 30 min
    AI in healthcare isn’t a “set it and forget it” solution. Clinical algorithms degrade over time—new data patterns, shifting demographics, or evolving protocols can silently erode accuracy. In this episode of AI in…
  16. The Future of Global Healthcare Depends on Shared Data
    1 June 2025 · 18 min
    What if no single country could fix healthcare alone? In this week’s podcast, we explore the World Economic Forum’s 2025 white paper on building a Global Health Network Economy — one grounded in trusted, secure data…
  17. WEF - The Future of AI-Enabled Health 2025
    24 May 2025 · 21 min
    In this episode, we explore a powerful new white paper from the World Economic Forum and Boston Consulting Group that outlines how AI could reshape global healthcare. But the future isn’t just about technology—it’s…
  18. Can We Trust AI in Healthcare? Unpacking the National AI Code of Conduct
    16 May 2025 · 13 min
    In this episode, we delve into the National Academy of Medicine's draft AI Code of Conduct, exploring its implications for healthcare. We discuss the proposed principles and commitments designed to ensure the ethical…
  19. Can AI Guarantee Patient Safety? Rethinking Quality Assurance in Healthcare
    19 April 2025 · 38 min
    AI doesn’t just predict anymore—it double-checks the doctor. How do we know a diagnosis is accurate, a surgery went right, or a patient received the right care? Enter: AI-powered quality assurance. In this episode, we…
  20. What happens when you drop med students into an AI datathon?
    19 April 2025 · 15 min
    No lectures. No theory. Just code, datasets, and real-world healthcare problems. This week on AI in Medicine , we explore a trainee-led case study where future doctors learned Python, value-based care analytics, and…
  21. Is AI in Medicine Crossing the Line? Ethics, Laws, and What Comes Next?
    28 March 2025 · 14 min
    AI is revolutionizing medicine—but are we thinking deeply enough about what happens when it goes wrong? In this episode, we break down a landmark paper that explores the ethical and legal minefields of using AI in…
  22. The evolution of AI in Healthcare - a conversation
    15 February 2025 · 16 min
    This Congressional Research Service report, dated December 30, 2024, offers a wide view of artificial intelligence use in healthcare. It details AI techniques, like machine learning and natural language processing, and…
  23. AI-Enabled Medical Device Software Functions: FDA Guidance
    15 February 2025 · 22 min
    This FDA guidance offers recommendations for manufacturers regarding marketing submissions for medical devices incorporating artificial intelligence (AI). It outlines a total product lifecycle (TPLC) approach…
  24. AI in Medical Devices - Regulations and Clinical evidence, a conversation
    15 February 2025 · 15 min
    This document offers a review of the landscape surrounding the use of artificial intelligence (AI) in medical devices, highlighting the definitions, recommendations, and regulations shaping its implementation. It…
  25. OECD report AI and the Health Workforce - a conversation
    25 January 2025 · 15 min
    This OECD report examines medical associations' perspectives on integrating artificial intelligence (AI) into healthcare. The study, conducted through a survey and interviews, explores both the potential benefits of AI…
  26. Telemedicine and AI in Rural Healthcare - a conversation
    25 January 2025 · 31 min
    Investigate how integrating telemedicine and artificial intelligence (AI) can improve healthcare access in rural areas. Telemedicine , using technology for remote consultations, expands access to care, while AI…
  27. Ai in Healthcare Management - Ethics, Regulation and Efficiency - a conversation
    25 January 2025 · 19 min
    Explore the transformative potential of artificial intelligence (AI) in healthcare. These studies examine AI's impact on operational efficiency, focusing on improved resource allocation, predictive analytics, and…
  28. Artificial Intelligence: Autonomous Vehicles and Healthcare - a conversation
    4 December 2024 · 19 min
    check out this interesting paper as a hosted conversation
  29. AI-Driven Cybersecurity in E-Health Systems - a conversation
    4 December 2024 · 17 min
    checkout this interesting paper as a hosted conversation Summary This research paper examines the security and privacy challenges within e-health systems, exploring their evolution from paper-based records to advanced…
  30. Data Security Challenges in AI-Enabled Medical Devices - a conversation
    3 December 2024 · 33 min
    checkout this popular paper as a hosted conversation Summary This research paper examines data security challenges in AI-enabled medical device software. The authors explore various threats, including data breaches…
  31. AI in Healthcare, the big picture - a conversation
    3 December 2024 · 14 min
    checkout this highly cited paper as a hosted conversation Summary This article examines the significant challenges in applying artificial intelligence (AI) to clinical healthcare. Key obstacles include the inherent…
  32. Artificial Intelligence in Healthcare: Opportunities and Challenges - a conversation
    3 December 2024 · 16 min
    checkout this interesting paper as a hosted conversation Summary This research paper investigates the use of artificial intelligence (AI) in healthcare, exploring its current applications and future potential. The…
  33. Artificial Intelligence in Medicine - a conversation
    30 November 2024 · 11 min
    enjoy this popular paper as a hosted podcast Summary This is a perspective article on the applications of artificial intelligence (AI) in medicine. The authors discuss current uses of AI , such as in cardiology…
  34. Key Challenges for AI in Healthcare - a conversation
    30 November 2024 · 16 min
    enjoy this popular paper as a hosted podcast Summary This article examines the significant challenges in applying artificial intelligence (AI) to clinical healthcare. Key obstacles include the inherent limitations of…
  35. AI in Health: Current State, Challenges, and Future Directions - a conversation
    29 November 2024 · 18 min
    checkout this interesting paper via a hosted podcast Summary This 2019 paper reviews the applications of artificial intelligence (AI) in healthcare, focusing on the last five years of research. The authors examine AI's…
  36. Explainable, Domain-Adaptive, and Federated AI for Clinical Applications - a conversation
    24 November 2024 · 24 min
    Enjoy this paper as a host/guest podcast to make the complex simple Summary This research review explores three key methodological approaches to enhance the use of artificial intelligence (AI) in medical…

Topics

Radiology & ImagingOncologyNeurology & StrokePathologyMental HealthPrimary CareSurgery & RoboticsCritical & Emergency CareDigital Health & WearablesDrug Discovery & Clinical TrialsGenerative AI & LLMsHealth Systems & OperationsFDA ClearancesRegulation & PolicyEvidence & ResearchEconomics & AdoptionSafety, Ethics & Liability

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