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Evidence & Research: AI in Medicine podcast episodes
What the peer-reviewed evidence says about clinical AI: reviews, trials and validation studies.
- 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…
- Can Your Smartwatch Spot Sleep Apnea? Unpacking AI and Photoplethysmography8 October 2026 · 23 minObstructive sleep apnea affects an enormous global population, but traditional sleep studies are expensive and inaccessible. Maya and Sam unpack a new meta-analysis from the Journal of Medical Internet Research…
- 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…
- Does AI in Eldercare Actually Save Money? A Hard Look at the Health Economics7 October 2026 · 18 minHealth 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…
- Mammography's AI Decade: From Retrospective Illusions to Randomized Realities7 October 2026 · 17 minThis episode unpacks a comprehensive review spanning ten years of AI in screening mammography. Listeners will learn why pooled accuracy figures mask deep implementation challenges, how AI is effectively reducing…
- 🤖 The Rise of Robotics and AI-Assisted Surgery in Healthcare25 March 2026 · 23 minThis comprehensive review examines the rapid integration of artificial intelligence and robotics within modern surgical practice. Research indicates that these advanced systems significantly enhance surgical precision…
- AI-Enabled Home Healthcare25 March 2026 · 25 minThis academic review examines the evolution of AI-enabled home healthcare technologies , focusing on how medical wearables and digital diagnostics can improve chronic disease management. While these tools offer…
- AI-Driven Wearable Bioelectronics in Digital Healthcare25 March 2026 · 27 minThese sources provide a comprehensive review of AI-driven wearable bioelectronics and their transformative role in modern digital healthcare . The text details how advanced sensors in smartwatches, patches, and…
- Ai in Modern Medicine - curated highlights25 March 2026 · 23 minThis 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…
- Breakthrough in Protein Folding23 December 2025 · 14 minIn this episode, we explore the exciting advancements in protein folding with AlphaFold3 . Here's what we cover: AlphaFold3 vs. AlphaFold2 : How AlphaFold3 outperforms its predecessor in predicting the local structure…
- Edge Health: AI‑Embedded Wearables for Real‑Time Monitoring17 September 2025 · 23 minWhat if your wearable could think for itself — tracking your vitals, predicting risk, and acting proactively even before symptoms show? In this episode, we dive into AI in Wearable Embedded Systems for Healthcare…
- The Immunological Digital Twin: How AI is Revolutionizing Personalized Vaccines8 September 2025 · 25 min🧬 Episode Description (clickworthy, informative, optimized for Spotify/LinkedIn/YouTube) What if doctors could simulate your immune response before giving you a vaccine? In this episode, we explore the cutting-edge…
- Bioelectronic Futures Part2 - Neural Interfaces Unleashed: AI-Powered Prosthetics3 September 2025 · 13 minIn this episode of AI in Medicine , we unpack groundbreaking advances in neural interface technology—driven by machine learning. Based on a recent arXiv review, this episode explores how miniaturized neural sensors…
- 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…
- 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…
- Bioelectronic Futures: How AI-Powered Wearables Are Reshaping Global Healthcare1 August 2025 · 28 minIn this episode, we dive into the cutting-edge convergence of AI and wearable bioelectronics. From smartwatches to smart textiles, AI-driven devices are rapidly redefining how we monitor health, detect disease, and…
- AI's Frontier in Epilepsy: Predict, Personalize, Protect1 August 2025 · 19 minIn this episode of AI in Medicine , we explore how artificial intelligence is reshaping the landscape of epilepsy care. From real-time seizure prediction to tailored treatment plans, the frontier of AI-driven neurology…
- Keeping Clinical AI Healthy: How We Prevent Algorithm Burnout in Medicine24 July 2025 · 30 minAI 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…
- AI at the Front Lines of Medicine: Robots, RNA, and the Road Ahead16 May 2025 · 31 minIn this special episode, we unpack one of the most comprehensive roadmaps yet for the future of AI in medicine. Drawn from the newly published 2025 review, “Navigating the Endless Frontier” , we explore: Foundation…
- 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 👉…
- Can AI Guarantee Patient Safety? Rethinking Quality Assurance in Healthcare19 April 2025 · 38 minAI 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…
- What happens when you drop med students into an AI datathon?19 April 2025 · 15 minNo 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…
- AI in the Outback: Can Tech Close the Rural Health Gap?27 February 2025 · 11 minThis research paper reviews and examines the increasing use of artificial intelligence (AI) in advanced medical imaging. It specifically concentrates on deep learning techniques for image reconstruction in modalities…
- AI and Robotics in Medicine: Current Applications and Future trends17 February 2025 · 18 minThe document is a review exploring the expanding role of artificial intelligence (AI) and robotics in medicine. It analyzes current applications in diagnosis, surgery, personalized medicine, nursing, and…
- Top 100 Most Cited Articles in Medical AI - a conversation17 February 2025 · 25 minThis research paper analyzes the top 100 most cited articles related to artificial intelligence in medicine between 1950 and 2019. The authors identified key trends and characteristics within this body of literature…
- Explainable AI in Drug Discovery and Development - a conversation15 February 2025 · 20 minThe provided text is a comprehensive survey article exploring the use of Explainable Artificial Intelligence (XAI) in drug discovery and development. The article addresses the increasing need for transparency in…
- AI and Robotics: Revolutionizing Surgery with Machine Learning15 February 2025 · 14 minThe article examines the integration of artificial intelligence (AI) and robotics in surgery. It highlights how machine learning and predictive analytics enhance surgical precision, personalize treatment, and improve…
- AI in Medical Devices - Regulations and Clinical evidence, a conversation15 February 2025 · 15 minThis 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…
- Wearable Tech in Healthcare - a conversation25 January 2025 · 15 minThis research paper investigates the use of wearable technology for health monitoring and diagnostics. A desktop research methodology, reviewing existing studies, reveals a gap in understanding the long-term…
- AI in Pharmaceutical Drug Discovery and Delivery - a conversation6 December 2024 · 10 mincheckout this interesting paper as a host/guest conversation Summary This research review article examines the transformative applications of artificial intelligence (AI) in the pharmaceutical industry. AI-powered…
- Artificial Intelligence: Autonomous Vehicles and Healthcare - a conversation4 December 2024 · 19 mincheck out this interesting paper as a hosted conversation
- 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…
- AI-Driven Cybersecurity in E-Health Systems - a conversation4 December 2024 · 17 mincheckout 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…
- 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…
- AI in Healthcare, the big picture - a conversation3 December 2024 · 14 mincheckout 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…
- Artificial Intelligence in Healthcare: Opportunities and Challenges - a conversation3 December 2024 · 16 mincheckout 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…
- Artificial Intelligence in Medicine - a conversation30 November 2024 · 11 minenjoy 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…
- Key Challenges for AI in Healthcare - a conversation30 November 2024 · 16 minenjoy 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…
- Artificial Intelligence in Medical Imaging and Precision Medicine - a conversation30 November 2024 · 19 mincheckout this interesting paper as a hosted podcast Summary This research paper explores the applications of artificial intelligence (AI) in healthcare, focusing on three key areas: robotics, medical image analysis…
- AI in Health: Current State, Challenges, and Future Directions - a conversation29 November 2024 · 18 mincheckout 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…
- Artificial Intelligence in Neurosurgery - a conversation29 November 2024 · 16 mincheckout this interesting paper as a hosted podcast Summary This 2020 review article examines the application of artificial intelligence (AI), particularly machine learning (ML) and deep learning (DL), in brain disease…
- Artificial Intelligence in Healthcare and Pharmaceutical Research - a conversation29 November 2024 · 17 mincheckout this interesting paper as a hosted podcast Summary This research review article examines the expanding applications of artificial intelligence (AI) in pharmaceutical and healthcare research. The authors…
- ImDrug: A Deep Imbalanced Learning Benchmark for AI-Aided Drug Discovery - a conversation24 November 2024 · 16 minenjoy this great paper as a easy to understand conversation Summary The paper introduces ImDrug, a benchmark for evaluating deep imbalanced learning methods in AI-aided drug discovery. ImDrug addresses the prevalent…
- 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…
- AI-Powered Chest X-Ray Analysis - a conversation24 November 2024 · 9 minenjoy this popular paper as a hosted conversation - keeping it simple Summary This research paper details the development and validation of a deep learning algorithm for detecting abnormalities in chest X-rays. The…
- 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…
- Explainable, Domain-Adaptive, and Federated AI for Clinical Applications - a conversation24 November 2024 · 24 minEnjoy 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…