Signals shaping
health AI.
A focused stream of research, industry developments and ideas selected for people building the future of health.
Research and developments, with a clear point of view.

AI Turns Surgical Video Into Missing Revenue
Hospitals are leaving millions on the table because manual surgical reports are notoriously incomplete.

Simple models match complex AI in surgery risk
A massive clinical study reveals that expensive deep learning models barely outperform basic statistics...

Oura Files for IPO With Big Profits
The consumer health wearable market is about to face its ultimate test on Wall...

LUMANA: A Scenario-Based Field Validation of a Culturally Adapted AI System for Mental Health Screening in Sokoto State, Nigeria
An AI screening tool tested in Nigeria shows that local language translation and human...

Your medical records are leaving the clinic
Consumer health apps are racing to sync with your electronic health records, but they...

AI raises junior dentist accuracy to senior levels
A new clinical validation study shows that AI software bridges the diagnostic gap between...

AI radiology reporting bypasses hospital sales cycles
A major radiology practice is deploying its own AI reporting software to thousands of...

Hospital AI Tool Hallucinates Twelve Percent of Time
A new study reveals that while doctors find EHR-integrated generative AI easy to use,...

The Gastroenterology AI Report — September 2026
EndoVLM: A Vision-Language Assistant for Gastrointestinal Endoscopy
