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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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G. Ng

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Review Open access Oct 2026

Predicting incident atrial fibrillation from sinus rhythm electrocardiograms using deep learning: a meta-analysis with horizon stratification

Atrial fibrillation (AF) frequently remains clinically silent until complications occur, limiting opportunities for early prevention. Deep learning (DL) analysis of sinus rhythm (SR) electrocardiograms has emerged as a novel approach for identifying individuals at risk of developing AF, but reported performance v...

I. Antoun, I. Alkhayer, X. Li et al. · 0 citations

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