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Signals shaping
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A focused stream of research, industry developments and ideas selected for people building the future of health.

Yusuf Yeşil, MD, MIS
Curated by Yusuf Yeşil, MD, MIS Clinical Biochemist & Health AI
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LATEST SIGNALS

Research and developments, with a clear point of view.

Lab-Based AI Fails to Beat Biomarker in COPD

Lab-Based AI Fails to Beat Biomarker in COPD

A machine learning model triages heart failure in COPD patients using basic blood tests,...

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HHS AI Rule Shifts Evaluation Risk to Hospitals

HHS AI Rule Shifts Evaluation Risk to Hospitals

Deregulation reduces developer compliance costs but forces health systems to build their own clinical...

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Four Proteins Improve AI Prediction of Kidney Disease

Four Proteins Improve AI Prediction of Kidney Disease

Adding four blood proteins to standard demographic data improves long-term chronic kidney disease prediction...

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Samsung Smart Ring Tracks Hourly Sleep Disruption

Samsung Smart Ring Tracks Hourly Sleep Disruption

Consumer wearables are shifting from passive wellness tracking toward quantified clinical screening.

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Machine Learning Finds No Hypothermia Benefit After Cardiac Arrest

Machine Learning Finds No Hypothermia Benefit After Cardiac Arrest

Machine learning models applied to landmark trial data show cooling cardiac arrest patients to...

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AI Cardiac MRI Beats Clinicians at Predicting Mortality

AI Cardiac MRI Beats Clinicians at Predicting Mortality

Algorithms trace heart contours better than human eyes, but the actual survival advantage in...

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