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Author

Hideo Izawa

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Open access Sep 2026

Incremental Value of 24-Hour Ambulatory Electrocardiogram-Derived Heart Rate Variability in Machine-Learning Prognostic Models for Heart Failure.

To determine whether heart rate variability (HRV) indices derived from 24-hour ambulatory electrocardiography provide complementary prognostic information in machine-learning prognostic models using conventional clinical variables in patients with heart failure, particularly with regard to calibration and threshold-bas...

Y. Matsuwaki, J. Hayano, H. Kawai et al. · 0 citations
Open access Jul 2026

AI-ECG Risk Stratification for Atrial Fibrillation

AI-ECG provides rapid, low-cost AF risk estimation from a single sinus rhythm ECG; however, its predictive performance is modest compared with clinical scores.

Kouki Matsuo, Y. Sobue, T. Miyake et al. · 0 citations

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