Diagnosis and prediction of COVID-19 severity: can biochemical tests and machine learning be used as prognostic indicators?
Published 2021 View Full Article
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Title
Diagnosis and prediction of COVID-19 severity: can biochemical tests and machine learning be used as prognostic indicators?
Authors
Keywords
COVID-19, Diagnosis, Severity, Blood test, Urine test, Machine learning model
Journal
COMPUTERS IN BIOLOGY AND MEDICINE
Volume 134, Issue -, Pages 104531
Publisher
Elsevier BV
Online
2021-05-29
DOI
10.1016/j.compbiomed.2021.104531
References
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Note: Only part of the references are listed.- Clinical and inflammatory features based machine learning model for fatal risk prediction of hospitalized COVID-19 patients: results from a retrospective cohort study
- (2021) Xin Guan et al. ANNALS OF MEDICINE
- Allocating scarce intensive care resources during the COVID-19 pandemic: practical challenges to theoretical frameworks
- (2021) Alexander Supady et al. Lancet Respiratory Medicine
- A Machine Learning Prediction Model of Respiratory Failure Within 48 Hours of Patient Admission for COVID-19: Model Development and Validation
- (2021) Siavash Bolourani et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Establishing Classifiers With Clinical Laboratory Indicators to Distinguish COVID-19 From Community-Acquired Pneumonia: Retrospective Cohort Study
- (2021) Wanfa Dai et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Development and validation of a prognostic COVID-19 severity assessment (COSA) score and machine learning models for patient triage at a tertiary hospital
- (2021) Verena Schöning et al. Journal of Translational Medicine
- Genomic characterization of a novel SARS-CoV-2 lineage from Rio de Janeiro, Brazil
- (2021) Carolina M. Voloch et al. JOURNAL OF VIROLOGY
- Host Diagnostic Biomarkers of Infection in the ICU: Where Are We and Where Are We Going?
- (2021) Aaron J. Heffernan et al. Current Infectious Disease Reports
- Influence of foods and nutrients on COVID-19 recovery: A multivariate analysis of data from 170 countries using a generalized linear model
- (2021) Alexandre F. Cobre et al. CLINICAL NUTRITION
- Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study
- (2020) Nanshan Chen et al. LANCET
- COVID ‐19 infection may cause ketosis and ketoacidosis
- (2020) Juyi Li et al. DIABETES OBESITY & METABOLISM
- Clinical course and mortality risk of severe COVID-19
- (2020) Paul Weiss et al. LANCET
- COVID-19: consider cytokine storm syndromes and immunosuppression
- (2020) Puja Mehta et al. LANCET
- Hypoxaemia related to COVID-19: vascular and perfusion abnormalities on dual-energy CT
- (2020) Min Lang et al. LANCET INFECTIOUS DISEASES
- Fair Allocation of Scarce Medical Resources in the Time of Covid-19
- (2020) Ezekiel J. Emanuel et al. NEW ENGLAND JOURNAL OF MEDICINE
- Development and Validation of a Clinical Risk Score to Predict the Occurrence of Critical Illness in Hospitalized Patients With COVID-19
- (2020) Wenhua Liang et al. JAMA Internal Medicine
- Pulmonary and cardiac pathology in African American patients with COVID-19: an autopsy series from New Orleans
- (2020) Sharon E Fox et al. Lancet Respiratory Medicine
- Clinical characteristics and outcome in patients with combined diabetic ketoacidosis and hyperosmolar hyperglycemic state associated with COVID-19: A retrospective, hospital-based observational case series
- (2020) Kok Hoe Chan et al. DIABETES RESEARCH AND CLINICAL PRACTICE
- High prevalence of COVID-19-associated diabetic ketoacidosis in UK secondary care
- (2020) Nina Goldman et al. DIABETES RESEARCH AND CLINICAL PRACTICE
- A predictive tool for identification of SARS-CoV-2 PCR-negative emergency department patients using routine test results
- (2020) Rohan P. Joshi et al. JOURNAL OF CLINICAL VIROLOGY
- Prevalence and predictive value of hypocalcemia in severe COVID-19 patients
- (2020) Jingmei Liu et al. Journal of Infection and Public Health
- Metformin Is Associated with Higher Incidence of Acidosis, but Not Mortality, in Individuals with COVID-19 and Pre-existing Type 2 Diabetes
- (2020) Xu Cheng et al. Cell Metabolism
- Anemia and iron metabolism in COVID-19: a systematic review and meta-analysis
- (2020) Petek Eylul Taneri et al. EUROPEAN JOURNAL OF EPIDEMIOLOGY
- Use of Machine Learning and Artificial Intelligence to predict SARS-CoV-2 infection from Full Blood Counts in a population
- (2020) Abhirup Banerjee et al. INTERNATIONAL IMMUNOPHARMACOLOGY
- A dynamic COVID-19 immune signature includes associations with poor prognosis
- (2020) Adam G. Laing et al. NATURE MEDICINE
- So you think you can PLS-DA?
- (2020) Daniel Ruiz-Perez et al. BMC BIOINFORMATICS
- Social disparity in magnifying glass: The inequality among the vulnerable people during COVID‐19 pandemic
- (2020) Andre Luis Ribeiro Ribeiro et al. INTERNATIONAL JOURNAL OF CLINICAL PRACTICE
- Relations of Anemia With the All-Cause Mortality and Cardiovascular Mortality in General Population: A Meta-Analysis
- (2019) Zhou Liu et al. AMERICAN JOURNAL OF THE MEDICAL SCIENCES
- Advances and opportunities in machine learning for process data analytics
- (2019) S. Joe Qin et al. COMPUTERS & CHEMICAL ENGINEERING
- L-lactic acidosis: pathophysiology, classification, and causes; emphasis on biochemical and metabolic basis
- (2019) Kamel S. Kamel et al. KIDNEY INTERNATIONAL
- Role of C-Reactive Protein at Sites of Inflammation and Infection
- (2018) Nicola R. Sproston et al. Frontiers in Immunology
- Machine learning for molecular and materials science
- (2018) Keith T. Butler et al. NATURE
- Admission Serum Calcium Levels Improve the GRACE Risk Score Prediction of Hospital Mortality in Patients With Acute Coronary Syndrome
- (2016) Shao-di Yan et al. CLINICAL CARDIOLOGY
- Characteristics and Outcomes of Middle East Respiratory Syndrome Coronavirus Patients Admitted to an Intensive Care Unit in Jeddah, Saudi Arabia
- (2015) Fahad Al-Hameed et al. JOURNAL OF INTENSIVE CARE MEDICINE
- Elevated Calcium after Acute Ischemic Stroke: Association with a Poor Short-Term Outcome and Long-Term Mortality
- (2015) Jong-Won Chung et al. Journal of Stroke
- Dissociation of Pentameric to Monomeric C-Reactive Protein Localizes and Aggravates Inflammation
- (2014) Jan R. Thiele et al. CIRCULATION
- Clinical aspects and outcomes of 70 patients with Middle East respiratory syndrome coronavirus infection: a single-center experience in Saudi Arabia
- (2014) Mustafa Saad et al. INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES
- Hypocalcemia is associated with disease severity in patients with dengue
- (2014) Godwin R Constantine et al. Journal of Infection in Developing Countries
- Classification tools in chemistry. Part 1: linear models. PLS-DA
- (2013) Davide Ballabio et al. Analytical Methods
- Epidemiological, demographic, and clinical characteristics of 47 cases of Middle East respiratory syndrome coronavirus disease from Saudi Arabia: a descriptive study
- (2013) Abdullah Assiri et al. LANCET INFECTIOUS DISEASES
- Acid–base status and progression of chronic kidney disease
- (2012) Nimrit Goraya et al. CURRENT OPINION IN NEPHROLOGY AND HYPERTENSION
- Acid-Base Disorders in Patients with Chronic Obstructive Pulmonary Disease: A Pathophysiological Review
- (2012) Cosimo Marcello Bruno et al. JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY
- Very high serum ferritin levels are associated with increased mortality and critical care in pediatric patients
- (2011) Tellen D. Bennett et al. Pediatric Critical Care Medicine
- Serum Calcium Levels and Long-Term Mortality in Patients with Acute Stroke
- (2010) Shmuel A. Appel et al. CEREBROVASCULAR DISEASES
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