Fetal heart rate monitoring based on independent component analysis

  title={Fetal heart rate monitoring based on independent component analysis},
  author={Farshid Soheili Najafabadi and Edmond Zahedi and Mohd. Alauddin Mohd. Ali},
  journal={Computers in biology and medicine},
  volume={36 3},
In this paper, an algorithm based on independent component analysis (ICA) for extracting the fetal heart rate (FHR) from maternal abdominal electrodes is presented. Three abdominal ECG channels are used to extract the FHR in three steps: first preprocessing procedures such as DC cancellation and low-pass filtering are applied to remove noise. Then the algorithm for multiple unknown source extraction (AMUSE) algorithm is fed to extract the sources from the observation signals include fetal ECG… CONTINUE READING
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