Detecting Heart Failure Deterioration From Your Voice | Oliver Peipenstock, Noah Labs

No baseline needed. Patterns across patients, tracked longitudinally for eighteen months. Book Ian for your event → iankhan.com | booking@iankhan.com SUMMARY Oliver Peipenstock founded Noah Labs, using voice recordings to detect deterioration in heart failure patients. He explains that the technology works without an individual baseline because patterns hold across patients, and that heart failure is the single largest cost contributor for every payer. KEY FINDINGS • Voice analysis working without an individual patient baseline • Patterns holding across patients rather than per person • Large language models trained on longitudinal voice recordings • Following individual patients for around eighteen months • Knowing when deterioration and hospitalisation occur • Catching patients early to avoid admission and readmission • Heart failure as the number one cost contributor for every payer • Expected to be an established diagnostic tool within five years NOTABLE QUOTES "Heart failure is the number one cost contributor to every payer." — Oliver Peipenstock GUEST Oliver Peipenstock, Founder, Noah Labs FULL TRANSCRIPT iankhan.com/futurist/oliver-peipenstock-noah-labs-voice-heart-failure Recorded at HLTH 2025 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 collec