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Sepsis-3 criteria in AmsterdamUMCdb: open-source code implementation

open-source code implementation
Authors: Edinburgh, Tom; Eglen, Stephen J; Thoral, Patrick; Elbers, Paul; Ercole, Ari;

Sepsis-3 criteria in AmsterdamUMCdb: open-source code implementation

Abstract

Sepsis is a major healthcare problem with substantial mortality and a common reason for admission to the intensive care unit (ICU). For this reason, the management of sepsis is an important area of ICU research. A number of large-scale, freely-accessible ICU databases are available for observational research and the robust identification of septic patients in such data sets is crucial for research purposes, particularly for comparative studies between critical care sub-populations which may vary around the world. However, data structures are poorly standardised due to inevitable variances in clinical electronic health record system vendor and implementation as well as research database design choices. Robust and well-documented cohort selection (such as patients with sepsis) is crucial for reproducible research. In this work, we operationalise the Sepsis-3 definition on the AmsterdamUMCdb, a recently published large European ICU database, publishing open-access code for wider use by critical care researchers.

Countries
Netherlands, United Kingdom
Related Organizations
Keywords

Technical Release, Sepsis; Intensive Care; Sequential Organ Failure Assessment; Antibiotics, Human and Biomedical Sciences, Physiology, 4609 Information Systems, Inflammatory and immune system, 8.1 Organisation and delivery of services, 3 Good Health and Well Being, QA75.5-76.95, Hematology, Health Services, FOS: Health sciences, 7.3 Management and decision making, Infectious Diseases, 46 Information and Computing Sciences, Clinical Research, Electronic computers. Computer science, Sepsis, 8 Health and social care services research, Infection, Medical Informatics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
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4
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7
10
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