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Generative AI & LLMs: AI in Medicine podcast episodes
Large language models, chatbots, AI scribes and generative AI in clinical work.
- Why Faster AI Submissions Mean Slower Approvals: IQVIA on Regulatory Velocity9 October 2026 · 17 minMedTech and Pharma companies are using AI to speed up regulatory submissions, but many are finding that faster output is actually leading to more rejections. This episode unpacks a 2026 white paper from IQVIA detailing…
- Beyond Algorithms: How AI Agents Could Reshape Multimodal Cancer Diagnosis8 October 2026 · 18 minThis episode explores a pivotal paper on the shift from narrow AI tools to feedback-driven AI agents in oncology. We discuss how these systems orchestrate multimodal data, the current evidence from real-world and…
- Do AI Report Generators Actually Save Doctors Time? The 18.29-Second Reality Check8 October 2026 · 19 minWe dive into a comprehensive systematic review examining the real-world effectiveness, safety, and workflow burden of LLM-based medical report generation. Listeners will learn why highly rated AI drafts often increase…
- Inside the MHRA AI Airlock: Testing the Boundaries of Medical Software6 October 2026 · 20 minWe unpack the MHRA's AI Airlock Sandbox Phase 2 Programme Report to explore how the UK regulator is pressure-testing rules for adaptive algorithms. From generative AI drifting out of scope to algorithms outperforming…
- GenAI Offers Significant Potential to Reduce Clinician Burnout22 December 2025 · 14 minIn 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…
- Inside the AI Health Stack: What Clinicians, Investors, and Patients Actually Use today2 September 2025 · 6 minIn 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…
- Inside the AI Health Stack: What Clinicians, Investors, and Patients Actually Use today2 September 2025 · 34 minIn 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…
- GPs & Generative AI: Cautious Optimism at the Front Lines of Care2 September 2025 · 16 minGenerative AI has surged into the medical mainstream. But what do frontline GPs actually think? This episode delves into “Generative Artificial Intelligence in Medicine,” a timely mixed-methods 2025 survey of 1,006 UK…
- Shaping Tomorrow's Healthcare: Canada’s AI Apps for 20252 September 2025 · 25 minWhat 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.”…
- Skin Deep: AI & the Future of Personalized Dermatology2 September 2025 · 14 minInflammatory skin conditions like eczema and psoriasis have long plagued patients with limited, broad-stroke treatment options. In this episode, we turn attention to a cutting-edge review on AI-enabled precision…
- How Future Doctors Are Using ChatGPT: Inside the AI-Powered Medical Classroom1 August 2025 · 13 minWhat 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…
- Governing GenAI in Healthcare: Regulating LLMs in Clinical Settings24 July 2025 · 19 minGenAI is reshaping medical workflows—but our regulatory tools aren't ready. In this episode, we explore: Why lifecycle-based regulation fails with generative models How regulatory sandboxes and adaptive policies can…
- Generative AI for Health: A WEF Look at the Future of Personalized Care5 July 2025 · 23 minThe World Economic Forum ranks Generative AI for Health as one of the Top 10 Emerging Technologies of 2024 . But what does that really mean for hospitals, clinicians, and patient outcomes? In this episode, we unpack…
- AI for Tailored Diabetes Care: Clinician Perspectives on Patient Needs19 April 2025 · 14 min🚨 AI in Clinical Diabetes Decision-Making — What’s Just Hype vs. Real Help? A new Nature paper just dropped: 📄 Artificial Intelligence in Clinical Decision Support: Applications, Challenges, and Future Directions 👉…
- Generative AI in Healthcare: Benefits, Risks - a conversation4 December 2024 · 37 mincheckout this paper as a hosted conversation Summary This viewpoint paper examines the expanding use of generative AI in healthcare, focusing on its potential benefits across various applications like medical…
- Injecting AI into Medicine: The NEJM AI Launch - a conversation4 December 2024 · 17 mincheckup this topic as a hosted conversation Summary This editorial announces the launch of NEJM AI , a new journal focused on the responsible development and application of artificial intelligence in healthcare. The…
- ELIXR: A Multimodal Chest X-Ray AI System - a conversation24 November 2024 · 16 minenjoy this paper as a simple to understand podcast conversation Summary The study introduces ELIXR, a novel multimodal artificial intelligence system for chest X-ray analysis. ELIXR combines large language models…
- Generative AI in Healthcare: The Promise and the Pandora’s Box24 November 2024 · 18 minenjoy this paper as a host/guest conversation - making it simple Summary This systematic review explores the application of generative AI, particularly deep generative models (DGMs) and large language models (LLMs), in…