[HTML][HTML] Inflammatory biomarkers to predict the prognosis of acute bacterial and viral infections

AH de Nooijer, P Pickkers, MG Netea, M Kox - Journal of Critical Care, 2023 - Elsevier
Mortality in acute infections is mostly associated with sepsis, defined as 'life-threatening
organ dysfunction caused by a dysregulated host response to infection'. It remains …

Multivariate joint model under competing risks to predict death of hospitalized patients for SARS‐CoV‐2 infection

A Lavalley‐Morelle, N Peiffer‐Smadja… - Biometrical …, 2024 - Wiley Online Library
During the coronavirus disease 2019 (COVID‐19) pandemic, several clinical prognostic
scores have been proposed and evaluated in hospitalized patients, relying on variables …

Diagnostic performance and longitudinal analysis of fungal biomarkers in COVID-19 associated pulmonary aspergillosis

B Er, AG Er, D Gulmez, TK Sahin, G Metan, Z Saribas… - Heliyon, 2023 - cell.com
Objectives Galactomannan lateral flow assay (GM-LFA) is a reliable test for COVID-19
associated pulmonary aspergillosis (CAPA) diagnosis. We aimed to assess the diagnostic …

Cytokine levels as predictors of mortality in critically ill patients with severe COVID-19 pneumonia: Case-control study nested within a cohort in Colombia

FJ Molina, LE Botero, JP Isaza, LE Cano… - Frontiers in …, 2022 - frontiersin.org
Background High levels of different cytokines have been associated in COVID-19 as
predictors of mortality; however, not all studies have found this association and its role to …

[HTML][HTML] Joint modeling of longitudinal and competing risks for assessing blood oxygen saturation and its association with survival outcomes in COVID-19 patients

Z Geraili, K HajianTilaki, M Bayani… - Journal of Education …, 2024 - journals.lww.com
BACKGROUND: The objective of the present study is to evaluate the association between
longitudinal and survival outcomes in the presence of competing risk events. To illustrate the …

Applying Joint Modelling Regression Approaches in Biomedical Data Science

C Díaz Louzao - 2022 - minerva.usc.es
In recent years, the technological revolution is allowing the collection of an enormous
amount of data of different types, creating enormously complex databases that require the …