Clinical Data Integration
Usage
clinicaldataintegration(
data,
dataSource = "csv",
patientIdVar,
dateVars,
clinicalVars,
qualityCheck = TRUE,
completenessThreshold = 80,
consistencyCheck = TRUE,
outlierDetection = TRUE,
terminologyMapping = "none",
exportFormat = "csv",
generateReport = TRUE
)Value
A results object containing:
results$instructions | a html | ||||
results$overview | a table | ||||
results$qualityAssessment | a table | ||||
results$consistencyChecks | a table | ||||
results$terminologyMapping | a table | ||||
results$exportSummary | a html | ||||
results$qualityPlot | an image |
Tables can be converted to data frames with asDF or as.data.frame. For example:
results$overview$asDF
as.data.frame(results$overview)