Prediction of early childhood obesity with machine learning and electronic health record data

•Machine learning models provide good prediction of future childhood obesity at age 2 years.•A comprehensive EHR based machine learning workflow is presented.•Built-in data quality control, data transformation, missing data imputation, obesity prediction, and model interpretation.•Head circumference...

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Veröffentlicht in:	International journal of medical informatics (Shannon, Ireland) Ireland), 2021-06, Vol.150, p.104454-104454, Article 104454
Hauptverfasser:	Pang, Xueqin, Forrest, Christopher B., Lê-Scherban, Félice, Masino, Aaron J.
Format:	Artikel
Sprache:	eng
Schlagworte:	Data quality control Early childhood obesity Electronic health record Machine learning Prediction
Online-Zugang:	Volltext
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