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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.

Wearables and AI predict knee osteoarthritis pain

Wearables and AI predict knee osteoarthritis pain

A new machine learning model proves that how we walk, rather than how much...

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The Danger of Unstructured Healthcare Data

The Danger of Unstructured Healthcare Data

A massive data breach exposing 3.8 million patient records exposes the severe vulnerability of...

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AI predicts patient paths after emergency room discharge

AI predicts patient paths after emergency room discharge

A new generative model beats traditional machine learning at predicting which discharged emergency patients...

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Dental data is the new security nightmare

Dental data is the new security nightmare

A massive breach exposing millions of dental records proves that niche health administrators are...

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New Heart Guidelines Fail to Clarify Mid-Risk PE

New Heart Guidelines Fail to Clarify Mid-Risk PE

A massive multi-center study reveals that the new 2026 AHA/ACC pulmonary embolism framework adds...

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Nurses Fight to Stop AI Replacing Human Care

Nurses Fight to Stop AI Replacing Human Care

Hospital administrators are treating clinical artificial intelligence as a cost-saving cure, but the frontline...

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AI Triages Rheumatology Referrals as Well as Doctors

AI Triages Rheumatology Referrals as Well as Doctors

A new study shows that smart prompting makes cheap, small AI models triage patients...

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The Surgery AI Report — August 2026

The Surgery AI Report — August 2026

Artificial intelligence-supported segmentation of cardiac anatomy in open-heart surgery videos

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Medicare Closes One Regulatory Gap But Opens Another

Medicare Closes One Regulatory Gap But Opens Another

The federal government's new plan to rescue medical devices from regulatory limbo comes with...

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