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data and considerations around data quality, focusing on the following:
The idiosyncratic nature of health data and varied use of terminologies, such as Systemized Nomenclature of Medicine, International Classification of Diseases, and National Drug Code
The role that free text plays as an important and contentious data type as compared to structured data
The prevalence, causes, and implications of missing data
Emerging data types, such as audio, video, genetic, transcriptomic and proteomic data, and imagesb,d
JMIR Med Educ 2023;9:e46344
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