Pressure injury prediction models for critically-ill patients should consider both the case-mix and local factors

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00064203%3A_____%2F21%3A10459104" target="_blank" >RIV/00064203:_____/21:10459104 - isvavai.cz</a>

Alternative codes found

RIV/00216208:11130/21:10459104

Result on the web

<a href="https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=DpOeaQZUjK" target="_blank" >https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=DpOeaQZUjK</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.iccn.2021.103033" target="_blank" >10.1016/j.iccn.2021.103033</a>

Result language

angličtina

Original language name

Pressure injury prediction models for critically-ill patients should consider both the case-mix and local factors

Original language description

Pressure injuries in intensive care unit (ICU) patients are associated with unfavourable outcomes Models for predicting ICU-acquired pressure injury have been developed using machine learning and classic regression techniques, respectively resulting in areas under the receiver operating characteristic curve (AUC) of 0.79 and 0.89 , but also resulting in large differences among predictors identified. The latter may, at least partially, be associated with the fact that these models were not built for distinct subgroups within the highly-heterogeneous ICU population. Alderden and colleagues (2018) used surgical and cardiovascular-surgical ICU patient data; Ladios-Martin et al. (2020) used data from a mixed ICU population. Such generalised approaches often originate from the researchers&apos; lack of sufficient data for distinct ICU subpopulations.

Czech name

—

Czech description

—

Type

J_imp - Article in a specialist periodical, which is included in the Web of Science database

CEP classification

—

OECD FORD branch

30223 - Anaesthesiology

Project

—

Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2021

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Intensive and Critical Care Nursing

ISSN

0964-3397

e-ISSN

—

Volume of the periodical

65

Issue of the periodical within the volume

August

Country of publishing house

US - UNITED STATES

Number of pages

2

Pages from-to

103033

UT code for WoS article

000661431800015

EID of the result in the Scopus database

2-s2.0-85103927355