Feasibility and Validity of Using Deep Learning to Reconstruct 12-Lead ECG from Three‑Lead Signals

Background In the field of mobile health, portable dynamic electrocardiogram (ECG) monitoring devices often have a limited number of lead electrodes due to considerations, such as portability and battery life. This situation leads to a contradiction between the demand for standard 12‑lead ECG inform...

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Main Authors: Wang, Liang Hung, Zou, Yu Yi, Xie, Chao Xin, Yang, Tao, Abu, Patricia Angela R
Format: text
Published: Archīum Ateneo 2024
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Online Access:https://archium.ateneo.edu/discs-faculty-pubs/408
https://doi.org/10.1016/j.jelectrocard.2024.03.004
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Institution: Ateneo De Manila University

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