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A Machine Learning Algorithm for Identifying Atopic Dermatitis in Adults from Electronic Health Records

The current work aims to identify patients with atopic dermatitis for inclusion in genome-wide association studies (GWAS). Here we describe a machine learning-based phenotype algorithm. Using the electronic health record (EHR), we combined coded information with information extracted from encounter...

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Bibliografiske detaljer
Udgivet i:Proc (IEEE Int Conf Healthc Inform)
Main Authors: Gustafson, Erin, Pacheco, Jennifer, Wehbe, Firas, Silverberg, Jonathan, Thompson, William
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5664951/
https://ncbi.nlm.nih.gov/pubmed/29104964
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ICHI.2017.31
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