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Dynamic classification of fetal heart rates by hierarchical Dirichlet process mixture models

In this paper, we propose an application of non-parametric Bayesian (NPB) models for classification of fetal heart rate (FHR) recordings. More specifically, we propose models that are used to differentiate between FHR recordings that are from fetuses with or without adverse outcomes. In our work, we...

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Detalles Bibliográficos
Publicado en:PLoS One
Autores principales: Yu, Kezi, Quirk, J. Gerald, Djurić, Petar M.
Formato: Artigo
Lenguaje:Inglês
Publicado: Public Library of Science 2017
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5617214/
https://ncbi.nlm.nih.gov/pubmed/28953927
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0185417
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