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Detection of preterm birth in electrohysterogram signals based on wavelet transform and stacked sparse autoencoder
Based on electrohysterogram, this paper designed a new method using wavelet-based nonlinear features and stacked sparse autoencoder for preterm birth detection. For each sample, three level wavelet decomposition of a time series was performed. Approximation coefficients at level 3 and detail coeffic...
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| Izdano u: | PLoS One |
|---|---|
| Glavni autori: | , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
Public Library of Science
2019
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| Teme: | |
| Online pristup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6467380/ https://ncbi.nlm.nih.gov/pubmed/30990810 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0214712 |
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