Building bridges across electronic health record systems through inferred phenotypic topics

You Chen; Joydeep Ghosh; Cosmin Adrian Bejan; Carl A. Gunter; Siddharth Gupta; Abel N. Kho; David M. Liebovitz; Jimeng Sun; Joshua C. Denny; Bradley A. Malin

Building bridges across electronic health record systems through inferred phenotypic topics

You Chen, Joydeep Ghosh, Cosmin Adrian Bejan, Carl A. Gunter, Siddharth Gupta, Abel N. Kho, David M. Liebovitz, Jimeng Sun, Joshua C. Denny, Bradley A. Malin

Published: 01 Jan 2015, Last Modified: 13 Nov 2024J. Biomed. Informatics 2015EveryoneRevisionsBibTeXCC BY-SA 4.0

Abstract: Highlights•A topic modeling strategy to translate EHR data into phenotypic topics.•Approaches to assess consistency of phenotypic topics across healthcare systems.•An evaluation on over 32,000 inpatient events from two disparate environments.

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