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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.

FDA Clears Clarius Handheld Cardiac AI

FDA Clears Clarius Handheld Cardiac AI

Point-of-care cardiac assessment is moving from subjective clinical guesswork to automated, real-time quantification.

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Local AI clinical notes require strict schema enforcement

Local AI clinical notes require strict schema enforcement

Forcing local clinical AI models to follow strict formatting rules stops software crashes but...

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Can AI replace animal testing in five years?

Can AI replace animal testing in five years?

The UK is betting £75 million that algorithms can replace animals in drug safety...

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Four Brain Bleed AI Tools Compared in ER

Four Brain Bleed AI Tools Compared in ER

Hospital buyers assume all top-tier radiology AI performs the same, but new head-to-head data...

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FDA Clears Philips AI Ultrasound Software

FDA Clears Philips AI Ultrasound Software

Automating the routine mechanics of ultrasound exams is no longer a luxury; it is...

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AI predicts late breast cancer recurrence risk

AI predicts late breast cancer recurrence risk

A new multimodal AI model helps solve the agonizing clinical dilemma of whether breast...

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AI Medicare Denials Are Here to Stay

AI Medicare Denials Are Here to Stay

A Senate vote keeping an AI-driven Medicare pilot alive reveals a dangerous shift toward...

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Grading the Algorithms That Guide Bedside Medicine

Grading the Algorithms That Guide Bedside Medicine

Clinical calculators dictate life-or-death medical decisions every day, but doctors have had no objective...

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MedSafe-Dx (v0): A Safety-Focused Benchmark for Evaluating LLMs in Clinical Diagnostic Decision Support

MedSafe-Dx (v0): A Safety-Focused Benchmark for Evaluating LLMs in Clinical Diagnostic Decision Support

A new benchmark reveals that today's best artificial intelligence models only look safe in...

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