Prognostic models in COVID-19 infection that predict severity: a systematic review

C Buttia, E Llanaj, H Raeisi-Dehkordi, L Kastrati… - European journal of …, 2023 - Springer
Current evidence on COVID-19 prognostic models is inconsistent and clinical applicability
remains controversial. We performed a systematic review to summarize and critically …

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 …

Predictors of adverse prognosis in COVID‐19: a systematic review and meta‐analysis

S Figliozzi, PG Masci, N Ahmadi, L Tondi… - European journal of …, 2020 - Wiley Online Library
Background Identification of reliable outcome predictors in coronavirus disease 2019
(COVID‐19) is of paramount importance for improving patient's management. Methods A …

Systematic review and critical appraisal of prediction models for diagnosis and prognosis of COVID-19 infection

L Wynants, B Van Calster, MMJ Bonten, GS Collins… - MedRxiv, 2020 - medrxiv.org
Objective To review and critically appraise published and preprint reports of models that aim
to predict either (i) presence of existing COVID-19 infection,(ii) future complications in …

Development and validation of a prognostic model based on comorbidities to predict COVID-19 severity: a population-based study

F Gude-Sampedro, C Fernandez-Merino… - International journal …, 2021 - academic.oup.com
Background The prognosis of patients with COVID-19 infection is uncertain. We derived and
validated a new risk model for predicting progression to disease severity, hospitalization …

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 …

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 …

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 …

Prognostic factors for severity and mortality in patients infected with COVID-19: A systematic review

A Izcovich, MA Ragusa, F Tortosa, MA Lavena Marzio… - PloS one, 2020 - journals.plos.org
Background and purpose The objective of our systematic review is to identify prognostic
factors that may be used in decision-making related to the care of patients infected with …

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 …