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Validation of electronic health record phenotyping of bipolar disorder cases and controls.

Journal article
Authors Victor M Castro
Jessica Minnier
Shawn N Murphy
Isaac Kohane
Susanne E Churchill
Vivian Gainer
Tianxi Cai
Alison G Hoffnagle
Yael Dai
Stefanie Block
Sydney R Weill
Mireya Nadal-Vicens
Alisha R Pollastri
J Niels Rosenquist
Sergey Goryachev
Dost Ongur
Pamela Sklar
Roy H Perlis
Jordan W Smoller
Mikael Landén
Published in The American journal of psychiatry
Volume 172
Issue 4
Pages 363-72
ISSN 1535-7228
Publication year 2015
Published at
Pages 363-72
Language en
Keywords Adult, Aged, Algorithms, Bipolar Disorder, classification, diagnosis, psychology, Case-Control Studies, Cohort Studies, Electronic Health Records, Female, Humans, Male, Middle Aged, Natural Language Processing, Phenotype, Predictive Value of Tests, Reproducibility of Results, Sensitivity and Specificity
Subject categories Clinical Medicine


The study was designed to validate use of electronic health records (EHRs) for diagnosing bipolar disorder and classifying control subjects.

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