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Combination of Feature Selection and Resampling Methods to Predict Preterm Birth Based on Electrohysterographic Signals from Imbalance Data
Due to its high sensitivity, electrohysterography (EHG) has emerged as an alternative technique for predicting preterm labor. The main obstacle in designing preterm labor prediction models is the inherent preterm/term imbalance ratio, which can give rise to relatively low performance. Numerous studi...
Autores principales: | Nieto-del-Amor, Félix, Prats-Boluda, Gema, Garcia-Casado, Javier, Diaz-Martinez, Alba, Diago-Almela, Vicente Jose, Monfort-Ortiz, Rogelio, Hao, Dongmei, Ye-Lin, Yiyao |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319575/ https://www.ncbi.nlm.nih.gov/pubmed/35890778 http://dx.doi.org/10.3390/s22145098 |
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