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Data Imputation for Clinical Trial Emulation: A Case Study on Impact of Intracranial Pressure Monitoring for Traumatic Brain Injury

Randomized clinical trial emulation using real-world data is significant for treatment effect evaluation. Missing values are common in the observational data. Handling missing data improperly would cause biased estimations and invalid conclusions. However, discussions on how to address this issue in...

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Detalles Bibliográficos
Autores principales: Zhao, Zhizhen, Liu, Ruoqi, Groner, Jonathan I., Xiang, Henry, Zhang, Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9915810/
https://www.ncbi.nlm.nih.gov/pubmed/36778272
http://dx.doi.org/10.1101/2023.01.29.23285172