Process and Transform Combined EMBRACE Data — process_combined

Applies a series of data transformations to the combined EMBRACE dataset to create derived variables needed for analysis. This function serves as a pipeline that sequentially applies multiple data processing functions to:

Usage

process_combined_data(data)

Arguments

data: A tibble or dataframe containing the combined EMBRACE data to be processed

Value

A tibble with additional derived columns for analysis

Details

1. Add ICIS (International Cervical Cancer Imaging Score) values 2. Calculate average active needles used in brachytherapy 3. Compute time from diagnosis to brachytherapy 4. Determine parametrial involvement status 5. Create HRCTV volume bins for stratification 6. Calculate maximum tumor dimension 7. Add patient age at diagnosis

Examples

if (FALSE) { # \dontrun{
  # Load combined data
  combined_data <- load_combined_embrace()
  
  # Apply all transformations
  processed_data <- process_combined_data(combined_data)
  
  # Check new columns
  names(processed_data)[!names(processed_data) %in% names(combined_data)]
} # }