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.

ClinVec maps clinical codes to improve medical AI
By translating messy medical jargon into mathematical vectors, a new tool could finally fix...

AI matches pathologists in scoring ulcerative colitis
A new foundation model matches or beats human pathologists at grading ulcerative colitis biopsies,...

Predicting breast cancer six years before diagnosis
A six-year head start on breast cancer sounds like a clinical triumph, but it...

Beyond Injection Detection: A Positive-Security Prompt Firewall that Closes the Scope and PHI Gap SOTA Classifiers Miss in Healthcare
Standard security tools fail to stop medical AI from leaking patient data because the...

AI Diagnoses Brain Tumors in Twelve Minutes
A new computational pathology model exposes the limits of human sight in oncology, diagnosing...

Simple Math Beats LLMs in ICU Shock Prediction
A new study reveals that basic physiological math outpaces complex large language models at...

AI diagnoses kidney disease with fewer labeled scans
A new active learning model proves that medical AI does not need massive, expensive...

New benchmark exposes AI medication safety flaws
Hospital IT departments eyeing generative AI for medication safety may want to pause, as...

Brain scans predict teen depression one year early
A new computational model uses a single brain scan to predict adolescent anxiety and...
