Company Spotlight: Tyto Care Tyto Insights - The FDA's Blueprint for Updating AI

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

Opublikowano: 2026-10-13

We unpack the FDA 510(k) summary for Tyto Insights for Wheeze Detection (with PCCP). Listeners will learn how this over-the-counter AI software analyzes lung sounds, the real performance numbers behind it, and exactly how the FDA's Predetermined Change Control Plan allows algorithms to be retrained post-clearance without new submissions. Key points The software is an over-the-counter AI tool that analyzes 6 to 12-second acoustic lung signals from a compatible stethoscope to detect suspected wheezing in patients 2 years and older.Performance testing showed a specificity of 0.99 and a sensitivity of 0.55, meaning it rarely flags false positives but misses...