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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 Generated Protein Candidates Fail to Create Antivenom

AI Generated Protein Candidates Fail to Create Antivenom

Drafting target-binding molecules in hours does not bypass the physical lab work required to...

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AI Pipeline Resolves Conflicting Penile Cancer Guidelines

AI Pipeline Resolves Conflicting Penile Cancer Guidelines

A new software workflow combines three AI models with human experts to automatically spot...

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FDA Clears AI Stethoscope for Primary Care

FDA Clears AI Stethoscope for Primary Care

Primary care clinicians now have an FDA-cleared tool that combines traditional listening with algorithm-driven...

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New Checklist Finds Public Imaging Datasets Often Unusable

New Checklist Finds Public Imaging Datasets Often Unusable

Public medical imaging datasets frequently lack the basic technical features needed to train artificial...

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Teladoc Bets on AI to Reverse Financial Losses

Teladoc Bets on AI to Reverse Financial Losses

Adding ambient scribing and camera-based vitals to virtual care tools highlights a desperate industry...

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AI Finds Heart Dysfunction in Standard Chest X-Rays

AI Finds Heart Dysfunction in Standard Chest X-Rays

A deep learning model can flag silent heart failure on standard chest radiographs, potentially...

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AI Risk Scores Refine Skin Biopsy Decisions

AI Risk Scores Refine Skin Biopsy Decisions

Dermatologists may soon rely on machine vision to reduce unnecessary skin biopsies without missing...

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FDA-Cleared AI Tool Reduces Invasive Lung Biopsies

FDA-Cleared AI Tool Reduces Invasive Lung Biopsies

An FDA-authorized AI tool for lung disease is directly altering how doctors treat patients...

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Microsoft Diagnostic AI Beats Generalists On Hard Cases

Microsoft Diagnostic AI Beats Generalists On Hard Cases

Multi-agent orchestration pushes complex diagnostic accuracy higher, but foundational models still do the heavy...

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