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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.

Virtual kidney care fails to deliver

Virtual kidney care fails to deliver

Billions of dollars in virtual kidney care platforms are failing to slow disease progression...

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AI swarms overestimate ICU mortality risk

AI swarms overestimate ICU mortality risk

Letting AI models revise their own clinical decisions makes them more pessimistic and biased,...

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Regulating Medical AI Like Learner Drivers

Regulating Medical AI Like Learner Drivers

Regulators are finally admitting that medical artificial intelligence is never truly finished.

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AI spots sepsis early using less data

AI spots sepsis early using less data

Hospitals are drowning in false sepsis alerts, but a new machine-learning model proves we...

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AI cardiologists are coming to rural America

AI cardiologists are coming to rural America

A federal push to deploy autonomous AI agents for heart patients highlights a desperate...

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New AI workflow slashes clinical data costs

New AI workflow slashes clinical data costs

A new agentic framework extracts structured clinical insights from messy medical notes at a...

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