A screening method for predicting left ventricular dysfunction based on spectral analysis of a single-channel electrocardiogram using machine learning algorithms

Natalia Kuznetsova, Zhanna Sagirova, Aleksandr Suvorov, Ines Dhif, Daria Gognieva, Bestavashvili Afina, Maria Poltavskaya, Vsevolod Sedov, Petr Chomakhidze, Philippe Kopylov. A screening method for predicting left ventricular dysfunction based on spectral analysis of a single-channel electrocardiogram using machine learning algorithms. Biomed. Signal Proc. and Control, 86(Part B):105219, September 2023. [doi]

Authors

Natalia Kuznetsova

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Zhanna Sagirova

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Aleksandr Suvorov

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Ines Dhif

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Daria Gognieva

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Bestavashvili Afina

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Maria Poltavskaya

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Vsevolod Sedov

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Petr Chomakhidze

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Philippe Kopylov

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