Development and external validation of a prognostic tool for COVID-19 critical disease

DS Chow, J Glavis-Bloom, JE Soun, B Weinberg… - PLoS …, 2020 - journals.plos.org
Background The rapid spread of coronavirus disease 2019 (COVID-19) revealed significant
constraints in critical care capacity. In anticipation of subsequent waves, reliable prediction …

Prediction model and risk scores of ICU admission and mortality in COVID-19

Z Zhao, A Chen, W Hou, JM Graham, H Li… - PloS one, 2020 - journals.plos.org
This study aimed to develop risk scores based on clinical characteristics at presentation to
predict intensive care unit (ICU) admission and mortality in COVID-19 patients. 641 …

Development and validation of a web-based severe COVID-19 risk prediction model

SH Woo, AJ Rios-Diaz, AA Kubey… - The American Journal of …, 2021 - Elsevier
Abstract Background Coronavirus disease 2019 (COVID-19) carries high morbidity and
mortality globally. Identification of patients at risk for clinical deterioration upon presentation …

[HTML][HTML] Clinical prediction models in hospitalized patients with COVID-19: A multicenter cohort study

MC Vedovati, G Barbieri, C Urbini, E D'Agostini… - Respiratory …, 2022 - Elsevier
Background Clinical spectrum of novel coronavirus disease (COVID-19) ranges from
asymptomatic infection to severe respiratory failure that may result in death. We aimed at …

Prediction of 28-day mortality in critically ill patients with COVID-19: Development and internal validation of a clinical prediction model

MLG Leoni, L Lombardelli, D Colombi, EG Bignami… - Plos one, 2021 - journals.plos.org
Background COVID-19 pandemic has rapidly required a high demand of hospitalization and
an increased number of intensive care units (ICUs) admission. Therefore, it became …

[HTML][HTML] Validity of prognostic models of critical COVID-19 is variable. A systematic review with external validation

G Cárdenas-Fuentes, MB de Basea, I Cobo… - Journal of Clinical …, 2023 - Elsevier
Objectives To identify prognostic models which estimate the risk of critical COVID-19 in
hospitalized patients and to assess their validation properties. Study Design and Setting We …

Development and external validation of a prognostic multivariable model on admission for hospitalized patients with COVID-19

J Xie, D Hungerford, H Chen, ST Abrams, S Li, G Wang… - MedRxiv, 2020 - medrxiv.org
Background COVID-19 pandemic has developed rapidly and the ability to stratify the most
vulnerable patients is vital. However, routinely used severity scoring systems are often low …

Development and validation of a prognostic 40-day mortality risk model among hospitalized patients with COVID-19

DA Berry, A Ip, BE Lewis, SM Berry, NS Berry… - Plos one, 2021 - journals.plos.org
Objectives The development of a prognostic mortality risk model for hospitalized COVID-19
patients may facilitate patient treatment planning, comparisons of therapeutic strategies, and …

Development and validation of a clinical score to estimate progression to severe or critical state in COVID-19 pneumonia hospitalized patients

F Gude, V Riveiro, N Rodriguez-Nunez, J Ricoy… - Scientific reports, 2020 - nature.com
The prognosis of a patient with COVID-19 pneumonia is uncertain. Our objective was to
establish a predictive model of disease progression to facilitate early decision-making. A …

Prognostic model to identify and quantify risk factors for mortality among hospitalised patients with COVID-19 in the USA

D Incerti, S Rizzo, X Li, L Lindsay, V Yau, D Keebler… - BMJ open, 2021 - bmjopen.bmj.com
Objectives To develop a prognostic model to identify and quantify risk factors for mortality
among patients admitted to the hospital with COVID-19. Design Retrospective cohort study …