Joint models in big data: simulation-based guidelines for required data quality in longitudinal electronic health records

Abstract Background Over the past decade an increase in usage of electronic health data (EHR) by office-based physicians and hospitals has been reported. However, these data types come with challenge regarding completeness and data quality and it is, especially for more complex models, unclear how t...

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Bibliographic Details
Main Authors: Berit Hunsdieck, Christian Bender, Katja Ickstadt, Johanna Mielke
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BioData Mining
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Online Access:https://doi.org/10.1186/s13040-025-00450-z
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