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Author

N. Kuznetsova

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Open access Oct 2026

A screening method for aortic valve disease based on spectral analysis of a single-channel electrocardiogram using machine learning algorithms

Given the high prevalence of aortic heart disease and the importance of early diagnosis, there is a need to develop a simple screening method to identify significant aortic heart disease based on available biosignals, one of which is a single-channel electrocardiogram (ECG). We aimed to develop a machine lea...

N. Kuznetsova, Д. А. Зеленов, A. Bogdanova et al. · 0 citations
Review Open access 2026

Long-Term Remote Single-Lead Electrocardiogram Monitoring in Heart Failure Patients Using Machine Learning Models

Remote monitoring of patients with CHF using artificial intelligence algorithms has proven its high clinical efficacy, significantly reducing the incidence of complications and readmissions for cardiovascular pathology.

P. Chomakhidze, D. Mesitskaya, Р. Р. Галимова et al. · 0 citations

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