Development and external validation of prognostic models for COVID-19 to support risk stratification in secondary care

NJ Adderley, T Taverner, MJ Price, C Sainsbury… - BMJ open, 2022 - bmjopen.bmj.com
Objectives Existing UK prognostic models for patients admitted to the hospital with COVID-
19 are limited by reliance on comorbidities, which are under-recorded in secondary care …

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 …

Comparison of in-hospital mortality risk prediction models from COVID-19

AA El-Solh, Y Lawson, M Carter, DA El-Solh… - PloS one, 2020 - journals.plos.org
Objective Our objective is to compare the predictive accuracy of four recently established
outcome models of patients hospitalized with coronavirus disease 2019 (COVID-19) …

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 …

Risk factors for mortality among hospitalized patients with COVID-19

D Incerti, S Rizzo, X Li, L Lindsay, V Yau, D Keebler… - medRxiv, 2020 - medrxiv.org
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 …

Risk prediction for poor outcome and death in hospital in-patients with COVID-19: derivation in Wuhan, China and external validation in London, UK

H Zhang, T Shi, X Wu, X Zhang, K Wang, D Bean… - MedRxiv, 2020 - medrxiv.org
Background Accurate risk prediction of clinical outcome would usefully inform clinical
decisions and intervention targeting in COVID-19. The aim of this study was to derive and …

Predicting In-Hospital Mortality in Severe COVID-19: A Systematic Review and External Validation of Clinical Prediction Rules

MM Maestre-Muñiz, Á Arias, AJ Lucendo - Biomedicines, 2022 - mdpi.com
Multiple prediction models for risk of in-hospital mortality from COVID-19 have been
developed, but not applied, to patient cohorts different to those from which they were …

Clinical prediction models for mortality in patients with covid-19: external validation and individual participant data meta-analysis

VMT de Jong, RZ Rousset, NE Antonio-Villa… - Bmj, 2022 - bmj.com
Objective To externally validate various prognostic models and scoring rules for predicting
short term mortality in patients admitted to hospital for covid-19. Design Two stage individual …

Predicting COVID-19 progression in hospitalized patients in Belgium from a multi-state model

E Mertens, B Serrien, M Vandromme… - Frontiers in Medicine, 2022 - frontiersin.org
Objectives To adopt a multi-state risk prediction model for critical disease/mortality outcomes
among hospitalised COVID-19 patients using nationwide COVID-19 hospital surveillance …

External validation of risk scores to predict in-hospital mortality in patients hospitalized due to coronavirus disease 2019

S Hassan, CL Ramspek, B Ferrari… - European Journal of …, 2022 - Elsevier
Background The coronavirus disease 2019 (COVID-19) presents an urgent threat to global
health. Prediction models that accurately estimate mortality risk in hospitalized patients …