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

Consumer Scales Push Segmented Tracking Beyond Paywalls
Moving bioimpedance displays from the floor to eye level signals a broader commoditization of...

AI Automates Cervical Cancer Triage Across Screening Platforms
A locked AI algorithm successfully automates dual-stain cytology triage for cervical cancer screening, matching...

Deep Learning Automates Fetal Ventriculomegaly Ultrasound Measurements
Automated ultrasound analysis reduces operator variability in evaluating fetal lateral ventricle width, standardizing prenatal...

Brown Fat Linked to Lower Psychiatric Risk
A landmark imaging study reveals brown fat protects more than just metabolic health.

AI Stethoscope Detects Heart Failure Better Than Cardiologists
A digital stethoscope powered by an ensemble neural network outperforms expert cardiologists at spotting...

Sutter Health Expands Home Heart Monitoring
Preventing emergency room visits for heart failure requires catching fluid overload days before a...

AI Predicts Masseter Trigger Point Injection Outcomes
Fewer than half of masseter trigger point injections succeed, but an algorithm can now...

FDA Clears AI Tool for Aortic Measurement
Radiologists reading chest scans must now measure the aorta faster without losing diagnostic precision.

Medical AI Exploits Hardware Signatures To Fake Accuracy
Deep learning models trained on photoacoustic imaging can achieve high diagnostic accuracy simply by...

The Health AI Brief — Week of October 26, 2026
AI Predicts Breast Cancer Treatment Response

AI Models Recommend Triple the Medical Costs
Large language models default to expensive defensive medicine, threatening to balloon healthcare spending without...

AI Model Cuts Radiologist Scan Reading Times in Half
A new segmentation network cuts scan review times by more than half for both...