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 …

Systematic evaluation and external validation of 22 prognostic models among hospitalised adults with COVID-19: an observational cohort study

RK Gupta, M Marks, THA Samuels… - European …, 2020 - Eur Respiratory Soc
The number of proposed prognostic models for coronavirus disease 2019 (COVID-19) is
growing rapidly, but it is unknown whether any are suitable for widespread clinical …

Development and external validation of a COVID-19 mortality risk prediction algorithm: a multicentre retrospective cohort study

J Mei, W Hu, Q Chen, C Li, Z Chen, Y Fan, S Tian… - BMJ open, 2020 - bmjopen.bmj.com
Objective This study aimed to develop and externally validate a COVID-19 mortality risk
prediction algorithm. Design Retrospective cohort study. Setting Five designated tertiary …

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) …

Clinical features of COVID-19 mortality: development and validation of a clinical prediction model

AS Yadaw, Y Li, S Bose, R Iyengar… - The Lancet Digital …, 2020 - thelancet.com
Background The COVID-19 pandemic has affected millions of individuals and caused
hundreds of thousands of deaths worldwide. Predicting mortality among patients with COVID …

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 external validation of a prediction risk model for short-term mortality among hospitalized US COVID-19 patients: A proposal for the COVID-AID risk …

K Hajifathalian, RZ Sharaiha, S Kumar, T Krisko… - PloS one, 2020 - journals.plos.org
Background The 2019 novel coronavirus disease (COVID-19) has created unprecedented
medical challenges. There remains a need for validated risk prediction models to assess …

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 …

Derivation and validation of clinical prediction rules for COVID-19 mortality in Ontario, Canada

DN Fisman, AL Greer, M Hillmer… - Open Forum Infectious …, 2020 - academic.oup.com
Background Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is currently
causing a high-mortality global pandemic. The clinical spectrum of disease caused by this …