Using graph learning to understand adverse pregnancy outcomes and stress pathways

To identify pathways between stress indicators and adverse pregnancy outcomes, we applied a nonparametric graph-learning algorithm, PC-KCI, to data from an observational prospective cohort study. The Measurement of Maternal Stress study (MOMS) followed 744 women with a singleton intrauterine pregnan...

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發表在:PLoS One
Main Authors: Mesner, Octavio, Davis, Alex, Casman, Elizabeth, Simhan, Hyagriv, Shalizi, Cosma, Keenan-Devlin, Lauren, Borders, Ann, Krishnamurti, Tamar
格式: Artigo
語言:Inglês
出版: Public Library of Science 2019
主題:
Research Article
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC6768465/
https://ncbi.nlm.nih.gov/pubmed/31568495
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0223319
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