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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.

ClinVec maps clinical codes to improve medical AI

ClinVec maps clinical codes to improve medical AI

By translating messy medical jargon into mathematical vectors, a new tool could finally fix...

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AI matches pathologists in scoring ulcerative colitis

AI matches pathologists in scoring ulcerative colitis

A new foundation model matches or beats human pathologists at grading ulcerative colitis biopsies,...

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Predicting breast cancer six years before diagnosis

Predicting breast cancer six years before diagnosis

A six-year head start on breast cancer sounds like a clinical triumph, but it...

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Beyond Injection Detection: A Positive-Security Prompt Firewall that Closes the Scope and PHI Gap SOTA Classifiers Miss in Healthcare

Beyond Injection Detection: A Positive-Security Prompt Firewall that Closes the Scope and PHI Gap SOTA Classifiers Miss in Healthcare

Standard security tools fail to stop medical AI from leaking patient data because the...

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AI Diagnoses Brain Tumors in Twelve Minutes

AI Diagnoses Brain Tumors in Twelve Minutes

A new computational pathology model exposes the limits of human sight in oncology, diagnosing...

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Simple Math Beats LLMs in ICU Shock Prediction

Simple Math Beats LLMs in ICU Shock Prediction

A new study reveals that basic physiological math outpaces complex large language models at...

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AI diagnoses kidney disease with fewer labeled scans

AI diagnoses kidney disease with fewer labeled scans

A new active learning model proves that medical AI does not need massive, expensive...

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New benchmark exposes AI medication safety flaws

New benchmark exposes AI medication safety flaws

Hospital IT departments eyeing generative AI for medication safety may want to pause, as...

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Brain scans predict teen depression one year early

Brain scans predict teen depression one year early

A new computational model uses a single brain scan to predict adolescent anxiety and...

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