Ideas for building
better health AI.
Research summaries, product thinking and developments at the intersection of health and artificial intelligence.
LLMs Can Build Medical Exam Cases Automatically
Generative AI can draft full clinical examination stations in a single prompt, but clinical...
FDA Clears Twiist Insulin Pump for Type 2
Automated insulin delivery is moving rapidly into Type 2 diabetes care, shifting daily management...
AI face scans predict cancer patient survival risk
A single facial photograph can now track biological aging and signal mortality risk in...
Deep Learning Predicts Contrast Enhancement Without Gadolinium Exposure
A deep learning model predicts brain tumor contrast enhancement on MRI, potentially eliminating gadolinium...
Mixed Reality AI Simulations Target Medical Trainee Errors
Interactive 3D overlays and conversational AI are shifting procedural training from static manikins to...
AI Triage Catches Deterioration But Triggers False Alarms
Algorithms spot critically ill emergency patients better than standard triage, but they come with...
AI Models Curb Low-Value Care Lapses
Large language models usually resist ordering low-value medical tests, but occasional lapses still risk...
Generative AI Forgeries Fool Experts and Automated Detectors
Peer reviewers can no longer reliably spot fake biomedical images, exposing a critical vulnerability...
FDA Clears AI Breast Cancer Recurrence Tool
Oncologists can now assess breast cancer recurrence risk in hours using routine MRI data...
AI Predicts Treatment Response in Breast Cancer Trials
Multimodal AI models can identify which breast cancer patients safely skip toxic chemotherapy without...
The Health AI Brief — Week of October 19, 2026
Hospitals Underdiagnose Migraines While Overusing Scans
Large Language Models Fail One in Four Medical Queries
Consumer chatbots fail to answer basic health questions accurately nearly 24 percent of the...