AFibNet: an implementation of atrial fibrillation detection with convolutional neural network
Abstract Background Generalization model capacity of deep learning (DL) approach for atrial fibrillation (AF) detection remains lacking. It can be seen from previous researches, the DL model formation used only a single frequency sampling of the specific device. Besides, each electrocardiogram (ECG)...
Main Authors: | , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
BMC
2021-07-01
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Series: | BMC Medical Informatics and Decision Making |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12911-021-01571-1 |