🤖 Machine Learning
Every article we have published: research summaries, product thinking and developments in health AI.
🤖 Machine Learning · 2,184 articles
Abu Dhabi Deploys AI Assistant Across National Records
Abu Dhabi has embedded a generative AI physician assistant directly into its centralized health information exchange.
High AUC hides calibration flaws in sleep AI
A machine learning tool accurately spots cognitive risk in sleep apnea patients, but faulty probability scoring proves why strong discrimination alone cannot...
AI Predicts Hypertensive Crises Three Days Early
Continuous biometric tracking can alert clinicians to dangerous blood pressure spikes long before patients land in the emergency room.
AI Stratifies Tuberculosis Risk Without Costly Biomarkers
Clinicians can screen latent tuberculosis using epidemiological data instead of expensive blood work, but algorithmic risk scores cannot yet replace definitive diagnostic...
FDA Clears AI to Fix Wearable ECG Flaws
Consumer smartwatches generate millions of heart readings every day, but clinicians waste valuable hours sorting through uninterpretable noise.
CT Radiomics Classifies Vertebral Compression Fractures Accurately
A new CT-based machine learning model accurately differentiates fresh from old vertebral compression fractures, boosting junior radiologist performance without requiring MRI scans.
Splitting AI Knowledge and Experience Boosts TCM Prescribing
Training AI on general medical textbooks actually hurts its ability to mirror expert prescribing habits.
XGBoost Predicts Depression Risk in Dialysis Patients
A new machine learning model detects elevated depressive symptoms in peritoneal dialysis patients before routine checkups catch them.
AI model predicts borderline ovarian tumor recurrence
A machine learning model predicts post-surgical tumor recurrence in young patients seeking to preserve fertility, giving surgeons a concrete data tool where...
Childhood Pneumonia AI Fails External Validation Test
A new predictive model drops in accuracy when moved to a new hospital, proving that bedside tools need broader testing before replacing...
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