Critical care data processing tools
2017
cleanEHR (Shi et al. 2017) is a data cleaning and wrangling platform which works with the
Critical Care Health Informatics Collaborative (CCHIC) database. CCHIC collects and
gathers high resolution longitudinal patient record from critical care units at Cambridge,
Guys/Kings/St Thomas’, Imperial, Oxford, UCL Hospitals.
The increased adoption of high resolution longitudinal EHRs has created novel opportunities
for researchers, clinicians and data scientists to access large, enriched patient
databases (Harrison, Brady, and Rowan 2004) (Johnson et al. 2016). The purpose of
cleanEHR is to enable researchers to answer clinical questions that are important to patients.
cleanEHR is a solution to address various data reliability and accessibility problems
as well. It provides a platform that enables data manipulation, transformation, reduction,
cleaning and validation with a friendly user interface which empowers non-programmers
to conduct basic data analysis by simply writing a human-readable configuration file.
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