Thoughts on Healthcare Markets & Technology
Thoughts on Healthcare Markets & Technology Podcast
Part I: EchoNext Clears FDA for Six Structural Heart Conditions Off a Standard ECG, Lands on OpenEvidence, and Logs the First AI-Triggered Heart Transplant: Reading the Cardiac Screening Land Grab
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Part I: EchoNext Clears FDA for Six Structural Heart Conditions Off a Standard ECG, Lands on OpenEvidence, and Logs the First AI-Triggered Heart Transplant: Reading the Cardiac Screening Land Grab

Pathway Labs cleared the FDA for six structural heart conditions off one ECG. The $8.5M seed round is the least interesting part of this announcement.

The model trained on 700k+ ECG-echo pairs at NewYork-Presbyterian. In a 3,200-ECG head-to-head, it hit 77% accuracy vs 64% for cardiologists. That gap is real.

Then it landed on OpenEvidence, used by 750k+ verified clinicians. That distribution solves the problem that kills most cardiac AI: getting a busy doctor to actually open the tool.

The multicondition framing also quietly ends the single-indication race. Matching six FDA clearances means assembling six evidence packages. Replication cost just went up.

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