A cross-modal attention network reconstructs fetal Doppler envelopes from fetal-maternal ECG, showing selective maternal ECG fusion improves frequency-domain fidelity by 39% over naive concatenation.
Fetal magnetocardiography: Development of the fetal cardiac time intervals,
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Cross-Modal Generative Framework for Signal Translation from Fetal-Maternal Electrocardiograms to Fetal Doppler Waveforms
A cross-modal attention network reconstructs fetal Doppler envelopes from fetal-maternal ECG, showing selective maternal ECG fusion improves frequency-domain fidelity by 39% over naive concatenation.