Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification

Short Single-Lead ECG Signal Delineation-Based Deep Learning: Implementation in Automatic Atrial Fibrillation Identification

Physicians manually interpret an electrocardiogram (ECG) signal morphology in routine clinical practice. This activity is a monotonous and abstract task that relies on the experience of understanding ECG waveform meaning, including P-wave, QRS-complex, and T-wave. Such a manual process depends on si...

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Bibliographic Details
Main Authors: Bambang Tutuko, Muhammad Naufal Rachmatullah, Annisa Darmawahyuni, Siti Nurmaini, Alexander Edo Tondas, Rossi Passarella, Radiyati Umi Partan, Ahmad Rifai, Ade Iriani Sapitri, Firdaus Firdaus
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Sensors
Subjects:
delineation
electrocardiogram
convolutional neural network
long-short term memory
Online Access:https://www.mdpi.com/1424-8220/22/6/2329

Internet

https://www.mdpi.com/1424-8220/22/6/2329

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