A systematic approach towards missing lab data in electronic health records: A case study in non‐small cell lung cancer and multiple myeloma

Real‐world data derived from electronic health records often exhibit high levels of missingness in variables, such as laboratory results, presenting a challenge for statistical analyses. We developed a systematic workflow for gathering evidence of different missingness mechanisms and performing subs...

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Detalles Bibliográficos
Autores principales: Sondhi, Arjun, Weberpals, Janick, Yerram, Prakirthi, Jiang, Chengsheng, Taylor, Michael, Samant, Meghna, Cherng, Sarah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10508534/
https://www.ncbi.nlm.nih.gov/pubmed/37322818
http://dx.doi.org/10.1002/psp4.12998

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10508534/
https://www.ncbi.nlm.nih.gov/pubmed/37322818
http://dx.doi.org/10.1002/psp4.12998

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