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A U-Net-Based Method With Dedicated Preprocessing for Fetal ECG Extraction

The acquisition of fetal electrocardiographic (fECG) signals from electrodes placed on the maternal abdomen provides a noninvasive approach for monitoring fetal heart activity. Reliable detection of fetal QRS complexes, however, remains challenging due to the presence of dominant maternal ECG compon...

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Principais autores: Tomasz Kukuczka, Marian Piotr Kotas, Michal Piela
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2026-01-01
Serier:IEEE Access
Fag:
Fetal electrocardiogram
non-invasive fetal ECG
abdominal ECG
fetal QRS detection
convolutional neural networks
U-Net
Online adgang:https://ieeexplore.ieee.org/document/11435879/
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