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Generate FECG from MECG and MECG from FECG using CycleGAN.

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antecessor/FECGCycleGAN

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For training the model use code in test.test_CycleGAN

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Top left: MECG
Top middle: extracted FECG before SG filter
Bottom left: Original scalp FECG
Bottom middle: generated MECG without any postprocessing

Reference:

Mohebian, M.R., shahim Vedaei, S., Wahid, K.A., Dinh, A., Marateb, H.R. and Tavakolian, K., 2021. Fetal ECG Extraction from Maternal ECG using Attention-based CycleGAN. IEEE Journal of Biomedical and Health Informatics.

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Generate FECG from MECG and MECG from FECG using CycleGAN.

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