I. Data Pretratment

mapLOINC()

Mapping local lab codes with LOINC

getAbnormalMark()

Get abnormal mark

  • Data Seletcion
  • searchCasesByLOINC()

    Search cases

  • Data Transformation
  • getTimeSeriesLab()

    Obtaining Time-Series Data

    imputeTimeSeriesLab()

    Imputing Time-Series Data

    wideTimeSeriesLab()

    Wide Time-Series Data

    imputeKNN()

    KNN Imputation

  • Visualization
  • plotWindowProportion()

    Plot Time-Series Window Proportion

    plotTimeSeriesLab()

    Plotting Time-Series Data

    Data - LOINC

    refLOINC tagLOINC

    Dataset - LOINC

    Data - MIMIC

    patientSample mapSample labSample indexTable refUserDefine

    Dataset - Sample