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Author

F. Ng

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Review Open access Sep 2026

From wrist to heart: clinical validation and real-world translation of wearable and portable AI-enhanced electrocardiography

Abstract Wearable and portable electrocardiogram (ECG) devices are shifting cardiovascular monitoring beyond clinician-directed testing, driven by consumer-led self-monitoring, remote care, and preventive cardiology. Artificial intelligence (AI) may enhance the value of these devices by supporting automated interpretat...

A. El-Medany, A. Birdi, Aron Abraham et al. · 0 citations
Preprint Sep 2026

Recursive Uncertainty-Gated Image Registration for Learning-based Algorithms

Recursive Uncertainty-Gated Image Registration (RUGI), an algorithm for iteratively refining deformation fields predicted by learning-based registration models, demonstrates that spatially selective iterative refinement provides an effective strategy to improve registration accuracy at inference-time.

Clara Rodrigo Gonzalez, Oscar Bates, F. Ng et al. · 0 citations

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