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Signals shaping
health AI.

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.

Medtronic Wins FDA Clearance for Unbiased Pulse Oximeter

Medtronic Wins FDA Clearance for Unbiased Pulse Oximeter

A regulatory shift is forcing medical device makers to prove their technology works equally...

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AI calculates organ age from tissue slides

AI calculates organ age from tissue slides

By training deep learning models to read structural decay in tissue biopsies, researchers can...

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Connecticut Sets a New AI Playbook

Connecticut Sets a New AI Playbook

As federal AI regulation stalls, states are building a patchwork of rules that healthcare...

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How we test medical AI determines its accuracy

How we test medical AI determines its accuracy

A new study reveals that how researchers validate clinical prediction models matters far more...

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Epic Systems Faces Federal Antitrust Investigation

Epic Systems Faces Federal Antitrust Investigation

The federal probe into Epic Systems signals a major shift from encouraging digital health...

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AI schizophrenia tests are failing basic math

AI schizophrenia tests are failing basic math

Flawed data practices in machine learning are inflating the accuracy of brain-wave schizophrenia tests...

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Healthcare Buys AI But Forgets the Workers

Healthcare Buys AI But Forgets the Workers

Hospitals are spending millions on advanced algorithms while leaving the frontline staff who must...

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Specialized AI Stops Fabricating Metabolic Health Metrics

Specialized AI Stops Fabricating Metabolic Health Metrics

Standard AI models routinely invent patient data, but a new multi-layered architecture proves we...

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AI Targets Payment Errors Before Claims Exist

AI Targets Payment Errors Before Claims Exist

Moving payment accuracy to the point of enrollment could finally end the costly game...

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