Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation.

Patrick Wu Aliya Gifford Xiangrui Meng Xue Li Harry Campbell Tim Varley Juan Zhao Robert J Carrol Lisa Bastarache Joshua C Denny Evropi Theodoratou Wei-Qi Wei

Published in: JMIR medical informatics (2019)

This study introduces the beta versions of ICD-10 and ICD-10-CM to phecode maps that enable researchers to leverage accumulated ICD-10 and ICD-10-CM data for PheWAS in the EHR.

Keyphrases

electronic health record
machine learning
big data
high density
deep learning
data analysis