Related references
Note: Only part of the references are listed.How is test laboratory data used and characterised by machine learning models? A systematic review of diagnostic and prognostic models developed for COVID-19 patients using only laboratory data
Anna Carobene et al.
CLINICAL CHEMISTRY AND LABORATORY MEDICINE (2022)
Prediction of SARS-CoV-2-positivity from million-scale complete blood counts using machine learning
Gianlucca Zuin et al.
COMMUNICATIONS MEDICINE (2022)
The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression
Ruben van den Goorbergh et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2022)
Coombs-negative hemolytic anemia and elevated plasma hemoglobin levels in COVID-19
Guido Lancman et al.
ANNALS OF HEMATOLOGY (2021)
The cytokine storm and COVID-19
Biying Hu et al.
JOURNAL OF MEDICAL VIROLOGY (2021)
Development of a prognostic model for mortality in COVID-19 infection using machine learning
Adam L. Booth et al.
MODERN PATHOLOGY (2021)
Molecular diagnostic assays for COVID-19: an overview
Parham Habibzadeh et al.
CRITICAL REVIEWS IN CLINICAL LABORATORY SCIENCES (2021)
A multipurpose machine learning approach to predict COVID-19 negative prognosis in SAo Paulo, Brazil
Fernando Timoteo Fernandes et al.
SCIENTIFIC REPORTS (2021)
Simple Parameters from Complete Blood Count Predict In-Hospital Mortality in COVID-19
Mattia Bellan et al.
DISEASE MARKERS (2021)
Spatiotemporal pattern of COVID-19 spread in Brazil
Marcia C. Castro et al.
SCIENCE (2021)
Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development
Sakifa Aktar et al.
JMIR MEDICAL INFORMATICS (2021)
Machine learning models for predicting diagnosis or prognosis of COVID-19: A systematic review
Rufaidah Dabbagh et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2021)
The importance of being external. methodological insights for the external validation of machine learning models in medicine
Federico Cabitza et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2021)
The need to separate the wheat from the chaff in medical informatics Introducing a comprehensive checklist for the (self)-assessment of medical AI studies
Federico Cabitza et al.
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS (2021)
Mapping the human genetic architecture of COVID-19
Mari E. K. Niemi et al.
NATURE (2021)
The selection of indicators from initial blood routine test results to improve the accuracy of early prediction of COVID-19 severity
Jiaqing Luo et al.
PLOS ONE (2021)
A Novel Machine Learning Based Screening Method For High-Risk Covid-19 Patients Based On Simple Blood Exams
Narayana Darapaneni et al.
2021 IEEE INTERNATIONAL IOT, ELECTRONICS AND MECHATRONICS CONFERENCE (IEMTRONICS) (2021)
Heparin-induced thrombocytopenia and COVID-19
Michelangelo Sartori et al.
HEMATOLOGY REPORTS (2021)
Biomarkers and outcomes of COVID-19 hospitalisations: systematic review and meta-analysis
Preeti Malik et al.
BMJ EVIDENCE-BASED MEDICINE (2021)
Laboratory abnormalities in patients with COVID-2019 infection
Giuseppe Lippi et al.
CLINICAL CHEMISTRY AND LABORATORY MEDICINE (2020)
Abnormal coagulation parameters are associated with poor prognosis in patients with novel coronavirus pneumonia
Ning Tang et al.
JOURNAL OF THROMBOSIS AND HAEMOSTASIS (2020)
COVID-19: the gendered impacts of the outbreak
Clare Wenham et al.
LANCET (2020)
Mechanism of thrombocytopenia in COVID-19 patients
Panyang Xu et al.
ANNALS OF HEMATOLOGY (2020)
The association between severe COVID-19 and low platelet count: evidence from 31 observational studies involving 7613 participants
Shi-Qin Jiang et al.
BRITISH JOURNAL OF HAEMATOLOGY (2020)
The critical role of laboratory medicine during coronavirus disease 2019 (COVID-19) and other viral outbreaks
Giuseppe Lippi et al.
CLINICAL CHEMISTRY AND LABORATORY MEDICINE (2020)
Risk Factors Associated With Clinical Outcomes in 323 Coronavirus Disease 2019 (COVID-19) Hospitalized Patients in Wuhan, China
Ling Hu et al.
CLINICAL INFECTIOUS DISEASES (2020)
Coagulopathy of Coronavirus Disease 2019
Toshiaki Iba et al.
CRITICAL CARE MEDICINE (2020)
Diabetes is a risk factor for the progression and prognosis of COVID-19
Weina Guo et al.
DIABETES-METABOLISM RESEARCH AND REVIEWS (2020)
COVID-19 and the clinical hematology laboratory
John L. Frater et al.
INTERNATIONAL JOURNAL OF LABORATORY HEMATOLOGY (2020)
Clinical and immunological features of severe and moderate coronavirus disease 2019
Guang Chen et al.
JOURNAL OF CLINICAL INVESTIGATION (2020)
Clinical course of severe and critically ill patients with coronavirus disease 2019 (COVID-19): A comparative study
Luyan Chen et al.
JOURNAL OF INFECTION (2020)
Characteristics of Peripheral Lymphocyte Subset Alteration in COVID-19 Pneumonia
Fan Wang et al.
JOURNAL OF INFECTIOUS DISEASES (2020)
Lymphopenia is associated with severe coronavirus disease 2019 (COVID-19) infections: A systemic review and meta-analysis
Qianwen Zhao et al.
INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES (2020)
Clinical characteristics of coronavirus disease 2019 (COVID-19) in China: A systematic review and meta-analysis
Leiwen Fu et al.
JOURNAL OF INFECTION (2020)
As if sand were stone. New concepts and metrics to probe the ground on which to build trustable AI
Federico Cabitza et al.
BMC MEDICAL INFORMATICS AND DECISION MAKING (2020)
Letter to the Editor: Obesity as a risk factor for greater severity of COVID-19 in patients with metabolic associated fatty liver disease
Kenneth I. Zheng et al.
METABOLISM-CLINICAL AND EXPERIMENTAL (2020)
An Easy-to-Use Machine Learning Model to Predict the Prognosis of Patients With COVID-19: Retrospective Cohort Study
Hyung-Jun Kim et al.
JOURNAL OF MEDICAL INTERNET RESEARCH (2020)
Prognostic Value of Leukocytosis and Lymphopenia for Coronavirus Disease Severity
Glen Huang et al.
EMERGING INFECTIOUS DISEASES (2020)
Red Cell Distribution Width and Platelet Count as Biomarkers of Pulmonary Arterial Hypertension in Patients with Connective Tissue Disorders
Mattia Bellan et al.
DISEASE MARKERS (2019)
The art of using t-SNE for single-cell transcriptomics
Dmitry Kobak et al.
NATURE COMMUNICATIONS (2019)
Azithromycin-Induced Thrombocytopenia: A Rare Etiology of Drug-Induced Immune Thrombocytopenia
Muhammad Umer Butt et al.
CASE REPORTS IN MEDICINE (2019)
Red Cell Distribution Width and Mortality in Patients With Acute Coronary Syndrome: A Meta-Analysis on Prognosis
Lauro L. Abrahan et al.
CARDIOLOGY RESEARCH (2018)
Missing data imputation by K nearest neighbours based on grey relational structure and mutual information
Ruilin Pan et al.
APPLIED INTELLIGENCE (2015)
Red blood cell distribution width: A simple parameter with multiple clinical applications
Gian Luca Salvagno et al.
CRITICAL REVIEWS IN CLINICAL LABORATORY SCIENCES (2015)
Iron homeostasis in host defence and inflammation
Tomas Ganz et al.
NATURE REVIEWS IMMUNOLOGY (2015)
A case of thrombocytopenia associated with the use of hydroxychloroquine following open heart surgery
Deniz Demir et al.
INTERNATIONAL JOURNAL OF SURGERY CASE REPORTS (2014)
Sampling Uncertainty and Confidence Intervals for the Brier Score and Brier Skill Score
A. Allen Bradley et al.
WEATHER AND FORECASTING (2008)
Adaptive immune cells temper initial innate responses
Kwang Dong Kim et al.
NATURE MEDICINE (2007)
An introduction to ROC analysis
Tom Fawcett
PATTERN RECOGNITION LETTERS (2006)
C-reactive protein: a critical update
MB Pepys et al.
JOURNAL OF CLINICAL INVESTIGATION (2003)