Ideas for building
better health AI.
Research summaries, product thinking and developments at the intersection of health and artificial intelligence.

AI Targets the Nursing Documentation Crisis
Hospitals are rushing to deploy ambient AI for nurses, but translating spoken words into...

AI sepsis models beat traditional clinical tools
A massive meta-analysis reveals that while machine learning algorithms technically outperform traditional sepsis screening,...

The Dangerous Myth of Unbiased Healthcare AI
Scrubbing demographic data from clinical algorithms does not make them fair; it makes them...

AI fails a simple medical test trick
A simple change to multiple-choice questions reveals that medical AI models may rely on...

AI Will Make Healthcare More Expensive First
The promise of artificial intelligence in medicine comes with a hidden tax: a short-term...

AI identifies malaria species in blood smears
A new hierarchical deep learning framework separates malaria species from healthy cells with near-perfect...

Radiology practices are building their own AI
Radiology groups are no longer waiting for software vendors to build clinical AI; they...

AI predicts oral cancer risk using saliva
A new neural network detects oral cancer risk with near-perfect accuracy, but its real...

AI vessel segmentation made radiologist diagnoses worse
A highly accurate deep learning tool designed to help radiologists spot vertebral artery tears...

Why Sending Health Data Is Not Enough
Connecting hospital databases was supposed to solve the digital health puzzle, but generative AI...

Uncoded Clinical Features from Multilingual Electronic Health Records in Catalonia: Development and Validation Study
A new hybrid pipeline proves that small, local AI models can extract hidden clinical...

Basecamp Research pivots from data to drugs
A massive genomic database is worthless if it cannot cure human disease.