On the redundancy of denoising in electrocardiogram reconstruction

IntroductionElectrocardiogram (ECG) reconstruction involves synthesizing specific leads from other recorded leads, addressing cases where standard ECGs have missing, noisy, or unrecorded leads. Traditionally, reconstruction pipelines include a denoising step, which could be time-consuming and may di...

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書誌詳細

主要な著者:	Ekenedirichukwu N. Obianom, Abdulhamed M. Jasim, Abubakar Sadiq Muhammad, G. André Ng, Xin Li
フォーマット:	Artigo
言語:	Inglês
出版事項:	Frontiers Media S.A. 2026-06-01
シリーズ:	Frontiers in Cardiovascular Medicine
主題:	correlation denoising ECG LSTM machine learning reconstruction
オンライン･アクセス:	https://www.frontiersin.org/articles/10.3389/fcvm.2026.1827352/full
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