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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
)

Arguments

data

.

dataSource

.

patientIdVar

.

dateVars

.

clinicalVars

.

qualityCheck

.

completenessThreshold

.

consistencyCheck

.

outlierDetection

.

terminologyMapping

.

exportFormat

.

generateReport

.

Value

A results object containing:

results$instructionsa html
results$overviewa table
results$qualityAssessmenta table
results$consistencyChecksa table
results$terminologyMappinga table
results$exportSummarya html
results$qualityPlotan image

Tables can be converted to data frames with asDF or as.data.frame. For example:

results$overview$asDF

as.data.frame(results$overview)