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Biomarker discovery for predicting spontaneous preterm birth from gene expression data by regularized logistic regression

In this work, we provide a computational method of regularized logistic regression for discovering biomarkers of spontaneous preterm birth (SPTB) from gene expression data. The successful identification of SPTB biomarkers will greatly benefit the interference of infant gestational age for reducing t...

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Detalles Bibliográficos
Publicado en:Comput Struct Biotechnol J
Main Authors: Li, Lingyu, Liu, Zhi-Ping
Formato: Artigo
Idioma:Inglês
Publicado: Research Network of Computational and Structural Biotechnology 2020
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7689379/
https://ncbi.nlm.nih.gov/pubmed/33294138
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csbj.2020.10.028
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