In-home environmental exposures predicted from geospatial characteristics of the built environment and electronic health records of children with asthma

Matthew Bozigar,Catherine L. Connolly,Aaron Legler,William G. Adams,Chad W. Milando, David B. Reynolds,Fei Carnes,Raquel B. Jimenez,Komal Peer,Kimberly Vermeer,Jonathan I. Levy,Maria Patricia Fabian

Annals of Epidemiology（2022）

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摘要

We innovatively applied a machine learning and causal inference mixture methodology to detail IHEE among children with asthma using EHR and geospatial data, which could have wide applicability and utility.

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关键词

Exposure assessment,Asthma triggers,Housing,Neighborhoods,Electronic health records

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