A novel dimensionality reduction approach for ECG signal via convolutional denoising autoencoder with LSTM

Author:

Dasan EvangelinORCID,Panneerselvam Ithayarani

Publisher

Elsevier BV

Subject

Health Informatics,Signal Processing

Reference28 articles.

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2. Non-contact wearable wireless ECG systems for long term monitoring;Majumder;IEEE Rev. Biomed. Eng.,2018

3. Noise Rejection for Wearable ECGs Using Modified Frequency Slice Wavelet Transform and Convolutional Neural Networks;Zhao,2019

4. Closed-loop control of humidification for artifact reduction in capacitive ECG measurements;Leicht;IEEE Trans. Biomed. Circuits Syst.,2017

5. An energy-efficient compressive sensing framework incorporating online dictionary learning for long-term wireless health monitoring;Kai;2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),2016

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