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

Daily AI Use Exposes Hospital Policy Deficit
Physicians are adopting artificial intelligence faster than their health systems can write the rules.
AI Biological Age Tracking Moves to Standard EHRs
A new transformer model accurately estimates biological age using routine medical records, opening the...

AI Care Plans Triple Routine Visit Costs
Clinical AI tools recommend testing and referrals that cost more than three times what...

AI Spotlights Hidden Pancreatic Cancer Metastases Pre-Surgery
A new machine learning model detects hidden liver metastases in pancreatic cancer before surgery,...

AI Models Miss Esophageal Cancer Response Targets
AI algorithms built to confirm whether chemotherapy has eradicated esophageal tumors are not reliable...

AI Tracks Dynamic Glioblastoma Spread
Glioblastoma cells dynamically switch their movement strategies to evade standard cancer therapies.

AlphaGenome 2 Maps Non-Coding DNA Mutations
Mapping genetic mutations to individual cell types reveals how non-coding DNA drives complex autoimmune...

AI on noncontrast CT spots hidden heart risk
A zero calcium score often gives patients false reassurance, but a new AI model...

MDCalc CrossCover Verifies Clinical Generative AI
Clinicians using generative AI for quick answers risk acting on convincing fabrications.

Python Deep Learning Framework Predicts Brain Age
A open-source brain age estimation pipeline predicts cognitive decline by measuring structural brain aging...

Instant Records Access Feeds Payer AI Agents
Patient-permissioned data sharing bypasses months of legacy payer exchanges to feed clinical AI on...

Open AI Models Match Commercial LLMs on Notes
Open-weight AI models can extract clinical comorbidities from medical text just as accurately as...