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Dataset Open Access

Database of infection control and surveillance program, 2010-2017

Olga N. Ershova; Nataliya V. Kurdyumova; Ivan A. Savin; Gleb V. Danilov; Michael A. Shifrin; Ksenia I. Ershova; Oleg A. Khomenko; Ekaterina A. Sokolova

Contact person(s)
Ksenia Ershova

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.

 

Files (172.9 MB)
Name Size
database_infection_monitoring_NSI_days.csv
md5:05700de3b2d17718b48ccea7af346774
80.7 MB Download
database_infection_monitoring_NSI_days.pkl
md5:6ccafe2efe71906477f4a35a624057be
82.3 MB Download
database_infection_monitoring_NSI_patients.csv
md5:ac5a1bfc2844b1cef0439787c1e30d56
3.7 MB Download
database_infection_monitoring_NSI_patients.pkl
md5:ea9dd5b787e9bae7977fb2f95e657658
6.1 MB Download
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Views 174155
Downloads 179165
Data volume 6.7 GB6.7 GB
Unique views 129115
Unique downloads 121115

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