Two Million Papers a Year. No Doctor Can Keep Up | Dr Hansa Bhargava, Healio

Lab to trial to publication to peer review to practice. Dr Hansa Bhargava on how long that actually takes. Book Ian for your event → iankhan.com | booking@iankhan.com SUMMARY Dr Hansa Bhargava is Chief Clinical Strategy & Innovation Officer at Healio. She traces the long window between research and bedside practice, cites the AMA survey showing 66% of doctors leaning into AI, and describes an LLM built on clean data from PubMed and 140 conferences. KEY FINDINGS • The full path from lab research to trial to publication to practice • A genuinely long window before findings reach a doctor • Over two million peer-reviewed publications a year • An AMA survey showing 66% of doctors leaning into AI tools • An LLM built over eighteen months on clean, curated data • Sources including PubMed and 140 conferences • Safety and trust as the governing constraints • Technology capability versus a century of education experience NOTABLE QUOTES "An AMA survey showed that 66% of doctors are leaning into AI tools, into AI learning." — Dr Hansa Bhargava GUEST Dr. Hansa Bhargava, Chief Clinical Strategy & Innovation Officer, Healio FULL TRANSCRIPT iankhan.com/futurist/hansa-bhargava-healio-clinical-education Recorded at ViVE 2026 for The Futurist. ──────────────────── ABOUT IAN KHAN — HEALTHCARE AI KEYNOTE SPEAKER Most AI keynotes end with a better understanding. Mine end with a measured readiness score and a ninety-day plan. Your leadership team is assessed before the event, the room sees its own