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Mecha Health

Foundation models to automate x-ray analysis for radiologists

Ahmed Abdulaal
Ayodeji Ijishakin
Hugo Fry
Nina Montaña Brown

Ahmed Abdulaal, Ayodeji Ijishakin +2 · 4 co-founders

2025Founded
Team
4
current
Co-founders
4
current
Stage
Founded
Source for Founded
Profile coverage4 of 8 · missing Funding, Signals, Customers, Stack / tools · last run 8/10/2026

About

Mecha Health builds foundation models to automate x-ray analysis for radiologists. We take medical images and process them using proprietary models to produce accurate draft medical reports. Our first model was built in less than two months, and beat Microsoft, Google, and OpenAI on clinical accuracy metrics. On top of that, it’s two orders of magnitude smaller and trained with a quarter of the data. We are partnering with the largest privately owned radiology practice in the US and a multinational tele-radiology company to provide them with their own foundation model, enabling their radiologists to go from reading 1 scan per hour to 1 scan every 5 minutes. By charging on a per scan basis, x-ray report generation represents a 40B+ market opportunity.

4 founders