Longitudinal cohorts for harnessing the electronic health record for disease prediction in a US population

PURPOSE: The depth and breadth of clinical data within electronic health record (EHR) systems paired with innovative machine learning methods can be leveraged to identify novel risk factors for complex diseases. However, analysing the EHR is challenging due to complexity and quality of the data. The...

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Bibliografiske detaljer
Udgivet i:BMJ Open
Main Authors: Manemann, Sheila M, St Sauver, Jennifer L, Liu, Hongfang, Larson, Nicholas B, Moon, Sungrim, Takahashi, Paul Y, Olson, Janet E, Rocca, Walter A, Miller, Virginia M, Therneau, Terry M, Ngufor, Che G, Roger, Veronique L, Zhao, Yiqing, Decker, Paul A, Killian, Jill M, Bielinski, Suzette J
Format: Artigo
Sprog:Inglês
Udgivet: BMJ Publishing Group 2021
Fag:
Epidemiology
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8190051/
https://ncbi.nlm.nih.gov/pubmed/34103314
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/bmjopen-2020-044353
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