Medication Administration (Time-Varying)

Raw Data

Overview

• Training set: train_medication_admin.csv
  • 1 666 594 rows
• Validation set: valid_medication_admin.csv
  • 267 388 rows
• Testing set: test_medication_admin.csv
  • 102 762 rows

Links on: ENCOUNTER_NUM

Schema

Column Name	Description
ENCOUNTER_NUM	Identifier used for each encounter
AHFS_CODE	AHFS Code of administered medication corresponding to the columns in the pre-processed data table.
admin_time	Time medication was administered in hours since admission.

Pre-Processed Data

Overview

• Training set: train_medication_admin_8hr.csv
  • 362 179 rows
• Validation set: valid_medication_admin_8hr.csv
  • 52 181 rows
• Testing set: test_medication_admin_8hr.csv
  • 20 538 rows

Links on: ENCOUNTER_NUM

Schema

Column Name	Description
ENCOUNTER_NUM	Identifier used for each encounter
time_window	8-hour window since time of admission
med_[]	1 if medication with corresponding AHFS code was administered; 0 otherwise
med_NA	1 if medication order is written as missing