Data Preprocessing - eICU

mainPipeline_step1.ipynb

• Data Extraction : Select a cohort to include in the analysis
• Feature Selection : Select a relational DB table and variable(using feature list file)
• Cleaning of Features : performing outlier removal and unit conversion

mainPipeline_step2.ipynb

• Limit Length of stay : cohort restriction
• Time resampling : Time resampling
• Tabularize EHR : making dataframe, saving to csv file

mainPipeline_step3.ipynb

• feature extraction
• Annotation