Prediction of COVID-19 severity using laboratory findings on admission: informative values, thresholds, ML model performance

Clinical Characteristics of 138 Hospitalized Patients With 2019 Novel Coronavirus–Infected Pneumonia in Wuhan, China

(2020) Dawei Wang et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Abnormal Coagulation parameters are associated with poor prognosis in patients with novel coronavirus pneumonia

(2020) Ning Tang et al.   JOURNAL OF THROMBOSIS AND HAEMOSTASIS

Lactate dehydrogenase levels predict coronavirus disease 2019 (COVID-19) severity and mortality: A pooled analysis

(2020) Brandon Michael Henry et al.   AMERICAN JOURNAL OF EMERGENCY MEDICINE

Elevated exhaustion levels and reduced functional diversity of T cells in peripheral blood may predict severe progression in COVID-19 patients

(2020) Hong-Yi Zheng et al.   Cellular & Molecular Immunology

A Tool for Early Prediction of Severe Coronavirus Disease 2019 (COVID-19): A Multicenter Study Using the Risk Nomogram in Wuhan and Guangdong, China

(2020) Jiao Gong et al.   CLINICAL INFECTIOUS DISEASES

Detectable serum SARS-CoV-2 viral load (RNAaemia) is closely correlated with drastically elevated interleukin 6 (IL-6) level in critically ill COVID-19 patients

(2020) Xiaohua Chen et al.   CLINICAL INFECTIOUS DISEASES

Liver Biochemistries in Hospitalized Patients With COVID‐19

(2020) Patricia P. Bloom et al.   HEPATOLOGY

Profiling COVID-19 pneumonia progressing into the cytokine storm syndrome: results from a single Italian Centre study on tocilizumab versus standard of care

(2020) Luca Quartuccio et al.   JOURNAL OF CLINICAL VIROLOGY

Diagnostic Utility of Clinical Laboratory Data Determinations for Patients with the Severe COVID‐19

(2020) Yong Gao et al.   JOURNAL OF MEDICAL VIROLOGY

Anticoagulant treatment is associated with decreased mortality in severe coronavirus disease 2019 patients with coagulopathy

(2020) Ning Tang et al.   JOURNAL OF THROMBOSIS AND HAEMOSTASIS

Acute Pulmonary Embolism in COVID-19 Patients on CT Angiography and Relationship to D-Dimer Levels

(2020) Ian Leonard-Lorant et al.   RADIOLOGY

D-dimer is Associated with Severity of Coronavirus Disease 2019: A Pooled Analysis

(2020) Giuseppe Lippi et al.   THROMBOSIS AND HAEMOSTASIS

COVID-19-Related Severe Hypercoagulability in Patients Admitted to Intensive Care Unit for Acute Respiratory Failure

(2020) Luca Spiezia et al.   THROMBOSIS AND HAEMOSTASIS

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

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

Assessment of serum ferritin as a biomarker in COVID-19: bystander or participant? Insights by comparison with other infectious and non-infectious diseases

(2020) Kai Kappert et al.   BIOMARKERS

Viral dynamics in asymptomatic patients with COVID-19

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

Ethnic disparities in COVID-19 mortality: are comorbidities to blame?

(2020) Krithi Ravi   LANCET

C-reactive protein levels in the early stage of COVID-19

(2020) L. Wang   MEDECINE ET MALADIES INFECTIEUSES

Determinants of COVID-19 disease severity in patients with cancer

(2020) Elizabeth V. Robilotti et al.   NATURE MEDICINE

Liver injury in severe COVID-19 infection: current insights and challenges

(2020) Nurshad Ali et al.   Expert Review of Gastroenterology & Hepatology

Ethnic and regional variations in hospital mortality from COVID-19 in Brazil: a cross-sectional observational study

(2020) Pedro Baqui et al.   Lancet Global Health

D-dimer as a biomarker for disease severity and mortality in COVID-19 patients: a case control study

(2020) Yumeng Yao et al.   Journal of Intensive Care

MERS-CoV infection in humans is associated with a pro-inflammatory Th1 and Th17 cytokine profile

(2018) Waleed H. Mahallawi et al.   CYTOKINE

Cytokine systems approach demonstrates differences in innate and pro-inflammatory host responses between genetically distinct MERS-CoV isolates

(2015) Christian Selinger et al.   BMC GENOMICS

Viral Loads and Duration of Viral Shedding in Adult Patients Hospitalized with Influenza

(2009) Nelson Lee et al.   JOURNAL OF INFECTIOUS DISEASES