Contrasting factors associated with COVID-19-related ICU admission and death outcomes in hospitalised patients by means of Shapley values

Obesity in Patients Younger Than 60 Years Is a Risk Factor for COVID-19 Hospital Admission

(2020) Jennifer Lighter et al.   CLINICAL INFECTIOUS DISEASES

Phenotypic characteristics and prognosis of inpatients with COVID-19 and diabetes: the CORONADO study

(2020) Bertrand Cariou et al.   DIABETOLOGIA

Coronavirus Infections and Type 2 Diabetes—Shared Pathways with Therapeutic Implications

(2020) Daniel J Drucker   ENDOCRINE REVIEWS

High prevalence of obesity in severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) requiring invasive mechanical ventilation

(2020) Arthur Simonnet et al.   Obesity

Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal

(2020) Laure Wynants et al.   BMJ-British Medical Journal

Using Machine Learning to Predict ICU Transfer in Hospitalized COVID-19 Patients

(2020) Fu-Yuan Cheng et al.   Journal of Clinical Medicine

Comorbidities and the risk of severe or fatal outcomes associated with coronavirus disease 2019: A systematic review and meta-analysis

(2020) Yue Zhou et al.   INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES

Pathophysiology, Transmission, Diagnosis, and Treatment of Coronavirus Disease 2019 (COVID-19)

(2020) W. Joost Wiersinga et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Association of asthma and its genetic predisposition with the risk of severe COVID-19

(2020) Zhaozhong Zhu et al.   JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY

Factors associated with COVID-19-related death using OpenSAFELY

(2020) Elizabeth J. Williamson et al.   NATURE

Early triage of critically ill COVID-19 patients using deep learning

(2020) Wenhua Liang et al.   Nature Communications

Biological sex impacts COVID-19 outcomes

(2020) Sabra L. Klein et al.   PLoS Pathogens

Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial

(2020) Hoyt Burdick et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Development of a prognostic model for mortality in COVID-19 infection using machine learning

(2020) Adam L. Booth et al.   MODERN PATHOLOGY

Risk stratification of patients admitted to hospital with covid-19 using the ISARIC WHO Clinical Characterisation Protocol: development and validation of the 4C Mortality Score

(2020) Stephen R Knight et al.   BMJ-British Medical Journal

Living risk prediction algorithm (QCOVID) for risk of hospital admission and mortality from coronavirus 19 in adults: national derivation and validation cohort study

(2020) Ash K Clift et al.   BMJ-British Medical Journal

Rapid Epidemiological Analysis of Comorbidities and Treatments as risk factors for COVID-19 in Scotland (REACT-SCOT): A population-based case-control study

(2020) Paul M. McKeigue et al.   PLOS MEDICINE