LSTM based Synthesis of 12-lead ECG Signal from a Reduced Lead Set
Author:
Affiliation:
1. Indian Institute of Technology Guwahati,Electronics and Electrical Engineering Department,Guwahati,India
2. Digital University Kerala,School of Electronics Systems and Automation,Trivandrum,India
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9774032/9773333/09774204.pdf?arnumber=9774204
Reference17 articles.
1. Reconstruction of Precordial Lead Electrocardiogram From Limb Leads Using the State-Space Model
2. Spatially Enhanced ECG using Patient-Specific Dictionary Learning
3. A Novel Neural-Network Model for Deriving Standard 12-Lead ECGs From Serial Three-Lead ECGs: Application to Self-Care
4. Wavelet transforms and the ECG: a review
5. Long Short-Term Memory
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1. Conditional generative adversarial network driven variable-duration single-lead to 12-lead electrocardiogram reconstruction;Biomedical Signal Processing and Control;2024-09
2. A wavelet subband based LSTM model for 12-lead ECG synthesis from reduced lead set;Biomedical Engineering Letters;2024-07-31
3. A Novel Method for 12-Lead ECG Reconstruction;2023 57th Asilomar Conference on Signals, Systems, and Computers;2023-10-29
4. Single-Lead to Multi-Lead Electrocardiogram Reconstruction Using a Modified Attention U-Net Framework;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18
5. Tensor-Domain Machine Learning Based Cardiac Diseases Detection Using 12-lead ECG;2023 National Conference on Communications (NCC);2023-02-23
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