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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6467380/ https://www.ncbi.nlm.nih.gov/pubmed/30990810 http://dx.doi.org/10.1371/journal.pone.0214712 |