From Routine Healthcare Data to Research-Ready Cohorts: A Structured Preprocessing Framework.
Routine clinical data offer significant potential for data-driven research and real-world evidence. However, such data are typically heterogeneous, irregular, and not designed for research use. This has a detrimental effect on the transformation of the data into analysis-ready datasets. The following paper sets out a p...