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Winter 2025Healthcare

Mecha Health

Foundation models to automate x-ray analysis for radiologists

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About Mecha Health

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.

Quick facts

YC Batch
Winter 2025
Founded
2024
Headquarters
San Francisco
Team size
4
Industry
Healthcare • Healthcare
Tags
artificial-intelligence, machine-learning, computer-vision, health-tech, healthcare
Website
www.mecha-health.ai
Profiles
LinkedIn

Founders

Ahmed Abdulaal
Founder
Medical doctor @Imperial, where I gained entry to the most competitive deanery in the country. Microsoft PhD scholar in machine learning @UCL - I have more than 20 peer reviewed publications in medicine, digital healthca…
Hugo Fry
Founder
Mathematics (BA) and Physics (MSc) graduate from the University of Cambridge, ranking top 30 in the university. British Physics Olympiad participant, ranking in the top 11 in the UK. Former ML interpretability research s…
Ayodeji Ijishakin
Founder
I am a Machine Learning & Medical Imaging PhD candidate from University College London (UCL). During my PhD I published work at tier-one Machine Learning venues (NeurIPS, ICML & ICLR), and was invited to present my work …
Nina Montaña Brown
Founder
ex-ML Engineer across multiple medical device startups, with experience in FDA and CE marked medical devices, as well as LLM safety in healthcare. My PhD in Medical Imaging (UCL) focussed on surgical vision; my work has …

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