version 1.0.2 March 2020
Copyright © 2003-2020 Amsterdam UMC - Amsterdam Medical Data Science
This folder contains Jupyter notebooks for each table with sample Python code for common metrics and examples for data exploration
| Table name | Description |
|---|---|
| admissions | admissions and demographic data of the patients admitted to the ICU or MCU |
| drugitems | medication orders including fluids, (parenteral) feeding and blood transfusions during the stay on the ICU |
| freetextitems | observations, including laboratory results, that are based on non-numeric (text) data |
| listitems | categorial observations, e.g. based on a selection from a list, like type of heart rhytm, ventilatory mode, etc. |
| numericitems | numerical measurements and observations, including vital parameters, data from medical devices, lab results, outputs from drains and foley-catheters, scores etc. |
| procedureorderitems | procedures and tasks, such as performing a chest X-ray, drawing blood and daily ICU nursing care and scoring |
| processitems | catheters, drains, tubes, and continous non-medication processes (e.g. renal replacement therapy, hypothermia induction, etc.) |