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About P-QRS-T Localization in ECG Using Deep Learning
This document summarizes research using deep learning to localize key waves (P, QRS, T) in electrocardiogram (ECG) signals. The researchers tested multiple deep neural network architectures on the QT Database, achieving up to 96.2% accuracy in wave localization. Specifically, they 1) obtained cardiac complexes from the QT Database, 2) introduced fully-connected and convolutional neural networks and compared their performance, and 3) achieved the best results using a convolutional network with a four-step procedure to localize the three major ECG waves.
Detailed Information
| Author: | ['Mhd rdb'] |
|---|---|
| Publication Year: | 2023 |
| Pages: | 4 |
| Language: | English |
| Format: | |
| Price: | FREE |
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