Database of infection control and surveillance program, 2010-2017
Creators
- 1. Department of Infection Control, Burdenko Neurosurgery Institute, Moscow, Russia.
- 2. Department of Intensive Care, Burdenko Neurosurgery Institute, Moscow, Russia.
- 3. Department of Statistics, Burdenko Neurosurgery Institute, Moscow, Russia.
- 4. Center for Data-Intensive Biotechnology and Biomedicine, Skolkovo Institute of Science and Technology, Moscow, Russia
- 5. Skolkovo Institute of Science and Technology, Moscow, Russia
Contributors
Contact person:
- 1. Center for Data-Intensive Biotechnology and Biomedicine, Skolkovo Institute of Science and Technology, Moscow, Russia
Description
A full anonymized database from infection control and surveillance program at the ICU, collected from October 1st, 2010 to June 30th, 2017.
Files "database_infection_monitoring_NSI_days" contain information about each day (one row is one day) of infection monitoring ordered by the date and then by ID. The size of this database is (40366, 243).
Files "database_infection_monitoring_NSI_patients" contain information collapsed by patients (one row is one patient) and ordered by date. The size of this database is (2286, 234).
Both databases have primarily collected original features as well as aggregated features which were generated from original features. Both databases are provided in two data formats: .csv and .pkl. The python code to generate aggregated features is also available.