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Multimodal Neural Network for Recognition of Cardiac Arrhythmias Based on 12-Load Electrocardiogram Signals

Multimodal Neural Network for Recognition of Cardiac Arrhythmias Based on 12-Load Electrocardiogram Signals

Automatic classification of heart rhythm disturbances using an electrocardiogram is a reliable way to timely detect diseases of the cardiovascular system. The need to automate this process is to increase the number of electrocardiogram signals. Classification methods based on the use of neural netwo...

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Главные авторы: Kiladze, M. R., Lyakhova, U. A., Ляхова, У. А., Nagornov, N. N., Нагорнов, Н. Н., Lyakhov, P. A., Ляхов, П. А.
Andre forfattere: Киладзе, М. Р.
Format: Статья
Sprog:English
Udgivet: 2023
Fag:
linear perceptron
PhysioNet/Computing in Cardiology Challenge 2021
LSTM network
Metadata
Neural network classification
Online adgang:https://dspace.ncfu.ru/handle/20.500.12258/26224
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https://dspace.ncfu.ru/handle/20.500.12258/26224

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