Comparing reliability of ICD-10-based COVID-19 comorbidity data to manual chart review, a retrospective cross-sectional study.

Joseph W SchaeferJoshua M RileyMichael LiDianna R Cheney-PetersChantel M VenkataramanChris J LiChrista M SmaltzConor G BradleyCrystal Y LeeDanielle M FitzpatrickDavid B NeyDina S ZaretDivya M ChalikondaJoshua D MairoseKashyap ChauhanMargaret V SzotRobert B JonesRukaiya Bashir-HamiduShuji MitsuhashiAlan A Kubey

Published in: Journal of medical virology (2021)

ICD-10-based comorbidity data performance varies depending on comorbidity, data source, and time of retrieval; there are notable opportunities for improvement. Future researchers should clearly outline comorbidity data source and validate against manual-chart-review.

Keyphrases

electronic health record
big data
coronavirus disease
sars cov
data analysis
artificial intelligence
machine learning
current status