Company Spotlight: Eko Health EFAST - Transformers hit the digital stethoscope

Podcast: AI in Medicine - curated summaries making complex issues easy to understand · Mike Rawson

Opublikowano: 2026-10-12

We unpack the FDA 510(k) summary for Eko Health's EFAST software, which brings transformer-based AI to the digital stethoscope. Listeners will learn how the cloud-based system analyzes heart sounds and ECGs, its real-world performance numbers for detecting structural murmurs and atrial fibrillation, and the crucial caveats regarding pediatric screening and retrospective testing. Key points EFAST is a cloud-based Software as a Medical Device (SaMD) that analyzes 15-second heart sound and ECG recordings via an API, returning a JSON format data structure rather than using a primary display.For structural murmur classification, EFAST showed an overall sensitivity...