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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.

AI co-learning cuts medical record labeling costs

AI co-learning cuts medical record labeling costs

A new human-AI framework shows that the best way to clean up messy electronic...

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The Validation Crisis

The Validation Crisis

As clinical AI transitions to active decision-making, a wave of validation failures and self-overestimation...

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NHS Bets Big On AI Voice Tech

NHS Bets Big On AI Voice Tech

NHS England is deploying ambient voice technology to 70,000 clinicians in its largest regional...

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AI ECG detects hidden structural heart disease

AI ECG detects hidden structural heart disease

A new composite AI model can spot structural heart disease from a standard ECG...

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AI groups blood pressure data to predict risk

AI groups blood pressure data to predict risk

A new machine learning model proves that how your blood pressure fluctuates over 24...

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When Telehealth Scale Collides With Patient Safety

When Telehealth Scale Collides With Patient Safety

The rush to digitize GLP-1 prescribing is exposing a dangerous rift between venture-backed growth...

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Feeding raw data to medical AI backfires

Feeding raw data to medical AI backfires

A new benchmark reveals that how we format electronic health records for large language...

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The Ophthalmology AI Report — July 2026

The Ophthalmology AI Report — July 2026

AI-Based Classification of Multiple Sclerosis Using OCT Retinal Layer Thickness Across Two Centers

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Tempus AI Buys Personalis for $1.5 Billion

Tempus AI Buys Personalis for $1.5 Billion

A massive consolidation in cancer diagnostics reveals the steep financial price of dominating the...

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