Opportunities and challenges for biomarker discovery using electronic health record data-Reference-Cited by-同舟云学术

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Opportunities and challenges for biomarker discovery using electronic health record data

Published:2023-09 Issue:9 Volume:29 Page:765-776
ISSN:1471-4914
Container-title:Trends in Molecular Medicine
language:en
Short-container-title:Trends in Molecular Medicine

Author:

Singhal P.,Tan A.L.M.,Drivas T.G.,Johnson K.B.,Ritchie M.D.,Beaulieu-Jones B.K.

Funder

National Institutes of Health

National Institute of Neurological Disorders and Stroke

Burroughs Wellcome Fund

Publisher

Elsevier BV

Subject

Molecular Biology,Molecular Medicine

Reference54 articles.

1. Personalized medicine and the power of electronic health records;Abul-Husn;Cell,2019

2. EHR-based phenotyping: Bulk learning and evaluation;Chiu;J. Biomed. Inform.,2017

3. Advances in electronic phenotyping: from rule-based definitions to machine learning models;Banda;Annu. Rev. Biomed. Data Sci.,2018

4. Large-scale analysis of genetic and clinical patient data;Ritchie;Annu. Rev. Biomed. Data Sci.,2018

5. Use of diverse electronic medical record systems to identify genetic risk for type 2 diabetes within a genome-wide association study;Kho;J. Am. Med. Inform. Assoc.,2012

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