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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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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Yu, Kezi, Quirk, J. Gerald, Djurić, Petar M.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha: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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