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 model predicts borderline ovarian tumor recurrence
A machine learning model predicts post-surgical tumor recurrence in young patients seeking to preserve...

Machine Learning Predicts Superinfections in SFTS Patients
A simple point-based scale built from eight clinical features can spot secondary infections in...

Machine Learning Matchmaking for Rheumatoid Arthritis Drugs
A simple blood assay paired with machine learning can help predict whether rheumatoid arthritis...

Childhood Pneumonia AI Fails External Validation Test
A new predictive model drops in accuracy when moved to a new hospital, proving...

AI cuts missed airway nodules on chest CT
Radiologists reading low-dose CT scans routinely miss small airway nodules, delaying critical lung cancer...

Machine Learning Cut Biliary Stricture Recurrence Risk
Pulling plastic stents too early after a liver transplant risks stricture recurrence, but leaving...

Smartwatch AI Outperforms In-Clinic Hypertension Screening
Passive optical sensors on consumer smartwatches can flag undiagnosed high blood pressure without cuff...

AI Early Warning Scores Only Help High-Risk Patients
Deploying complex machine learning models across entire hospital populations yields negligible benefits over standard...

Mayo Clinic Embeds AI Decision Support in EHR
Point-of-care medical reference is shifting directly into physician workflows to reduce cognitive burnout.
