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Efficient fetal-maternal ECG signal separation from two channel maternal abdominal ECG via diffusion-based channel selection
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Efficient fetal-maternal ECG signal separation from two channel maternal abdominal ECG via diffusion-based channel selection
classification
physics.med-ph
physics.data-anstat.APstat.ML
keywords
channelmaternaldiffusion-basedfetalselectionseparationsignalabdomen
read the original abstract
There is a need for affordable, widely deployable maternal-fetal ECG monitors to improve maternal and fetal health during pregnancy and delivery. Based on the diffusion-based channel selection, here we present the mathematical formalism and clinical validation of an algorithm capable of accurate separation of maternal and fetal ECG from a two channel signal acquired over maternal abdomen.
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