Predictors of COVID‐19 severity: a literature review
B Gallo Marin, G Aghagoli, K Lavine… - Reviews in medical …, 2021 - Wiley Online Library
Summary The coronavirus disease 2019 (COVID‐19) pandemic is a rapidly evolving global
emergency that continues to strain healthcare systems. Emerging research describes a …
emergency that continues to strain healthcare systems. Emerging research describes a …
Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal
Objective To review and appraise the validity and usefulness of published and preprint
reports of prediction models for prognosis of patients with covid-19, and for detecting people …
reports of prediction models for prognosis of patients with covid-19, and for detecting people …
Prevalence and predictors of death and severe disease in patients hospitalized due to COVID-19: A comprehensive systematic review and meta-analysis of 77 studies …
Introduction Progression of COVID-19 to severe disease and death is insufficiently
understood. Objective Summarize the prevalence of risk factors and adverse outcomes and …
understood. Objective Summarize the prevalence of risk factors and adverse outcomes and …
Federated learning for predicting clinical outcomes in patients with COVID-19
Federated learning (FL) is a method used for training artificial intelligence models with data
from multiple sources while maintaining data anonymity, thus removing many barriers to …
from multiple sources while maintaining data anonymity, thus removing many barriers to …
Pre-existing health conditions and severe COVID-19 outcomes: an umbrella review approach and meta-analysis of global evidence
M Treskova-Schwarzbach, L Haas, S Reda, A Pilic… - BMC medicine, 2021 - Springer
Background This study applies an umbrella review approach to summarise the global
evidence on the risk of severe COVID-19 outcomes in patients with pre-existing health …
evidence on the risk of severe COVID-19 outcomes in patients with pre-existing health …
Diabetes, hypertension, body mass index, smoking and COVID-19-related mortality: a systematic review and meta-analysis of observational studies
Objectives We conducted a systematic literature review and meta-analysis of observational
studies to investigate the association between diabetes, hypertension, body mass index …
studies to investigate the association between diabetes, hypertension, body mass index …
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 …
growing rapidly, but it is unknown whether any are suitable for widespread clinical …
Chest radiography is a poor predictor of respiratory symptoms and functional impairment in survivors of severe COVID-19 pneumonia
RF D'Cruz, MD Waller, F Perrin… - ERJ open …, 2021 - Eur Respiratory Soc
Background A standardised approach to assessing COVID-19 survivors has not been
established, largely due to the paucity of data on medium-and long-term sequelae. Interval …
established, largely due to the paucity of data on medium-and long-term sequelae. Interval …
COVID-19 imaging: what we know now and what remains unknown
Infection with SARS-CoV-2 ranges from an asymptomatic condition to a severe and
sometimes fatal disease, with mortality most frequently being the result of acute lung injury …
sometimes fatal disease, with mortality most frequently being the result of acute lung injury …
COVID-19 and diabetes: a collision and collusion of two diseases
The coronavirus disease 2019 (COVID-19) pandemic has infected> 22.7 million and led to
the deaths of 795,000 people worldwide. Patients with diabetes are highly susceptible to …
the deaths of 795,000 people worldwide. Patients with diabetes are highly susceptible to …