Integrating longitudinal clinical and microbiome data to predict growth faltering in preterm infants

Jose Lugo-Martinez,Siwei Xu, Justine Levesque, Daniel Gallagher,Leslie A Parker,Josef Neu,Christopher J Stewart,Janet E Berrington,Nicholas D Embleton,Gregory Young,Katherine E Gregory,Misty Good, Arti Tandon, David Genetti, Tracy Warren,Ziv Bar-Joseph

Journal of Biomedical Informatics（2022）

引用 3|浏览25

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摘要

•Collection of a comprehensive clinical and microbiome dataset of preterm infants.•Use of machine learning methods for growth faltering prediction from clinical data.•Integration of microbiome data further improves ability to predict growth faltering.•In silico study of personalized intervention strategies that can improve outcome.

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关键词

Neonatal care,Precision nutrition,Integration of clinical and microbiome data,Early identification of growth faltering risk for preterm infants

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