相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Random forest method for the recognition of susceptibility and resistance patterns in antibiograms
Nicolas Ayala-Aldana et al.
REVISTA CHILENA DE INFECTOLOGIA (2023)
Positive association between outdoor air pollution and the incidence and severity of COVID-19. A review of the recent scientific evidences
Montse Marques et al.
ENVIRONMENTAL RESEARCH (2022)
Clinical prognosis evaluation of COVID-19 patients: An interpretable hybrid machine learning approach
Ozan Kocadagli et al.
CURRENT RESEARCH IN TRANSLATIONAL MEDICINE (2022)
Neutrophil to Lymphocyte Ratio: An Emerging Marker of the Relationships between the Immune System and Diseases
Agata Buonacera et al.
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2022)
Neutrophil-to-Lymphocyte Ratio (NLR) Is a Promising Predictor of Mortality and Admission to Intensive Care Unit of COVID-19 Patients
Matteo Regolo et al.
JOURNAL OF CLINICAL MEDICINE (2022)
Stability of feature selection algorithm: A review
Utkarsh Mahadeo Khaire et al.
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES (2022)
Assessing the impact of long-term exposure to nine outdoor air pollutants on COVID-19 spatial spread and related mortality in 107 Italian provinces
Gaetano Perone
SCIENTIFIC REPORTS (2022)
Machine-learning-derived predictive score for early estimation of COVID-19 mortality risk in hospitalized patients
Alba Gonzalez-Cebrian et al.
PLOS ONE (2022)
Socioeconomic Inequalities in COVID-19 Vaccination and Infection in Adults, Catalonia, Spain
Elena Roel et al.
EMERGING INFECTIOUS DISEASES (2022)
Analyzing the severity of coronavirus infections in relation to air pollution: evidence-based study from Saudi Arabia
Abdulnoor A. J. Ghanim
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2022)
High Systolic Blood Pressure at Hospital Admission Is an Important Risk Factor in Models Predicting Outcome of COVID-19 Patients
Antoine Caillon et al.
AMERICAN JOURNAL OF HYPERTENSION (2021)
Validation of PSI/PORT, CURB-65 and SCAP scoring system in COVID-19 pneumonia for prediction of disease severity and 14-day mortality
Aditya Anurag et al.
CLINICAL RESPIRATORY JOURNAL (2021)
C-reactive protein and clinical outcomes in patients with COVID-19
Nathaniel R. Smilowitz et al.
EUROPEAN HEART JOURNAL (2021)
Demographic risk factors for COVID-19 infection, severity, ICU admission and death: a meta-analysis of 59 studies
Bart G. Pijls et al.
BMJ OPEN (2021)
Systemic Inflammatory Index Is a Novel Predictor of Intubation Requirement and Mortality after SARS-CoV-2 Infection
Sajjad Muhammad et al.
PATHOGENS (2021)
The role of C-reactive protein as a prognostic marker in COVID-19
Dominic Stringer et al.
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2021)
ESTIMATION OF TIME-VARYING COVARIANCE MATRICES FOR LARGE DATASETS
Yiannis Dendramis et al.
ECONOMETRIC THEORY (2021)
Machine learning based predictors for COVID-19 disease severity
Dhruv Patel et al.
SCIENTIFIC REPORTS (2021)
Socioeconomic Inequalities in COVID-19 in a European Urban Area: Two Waves, Two Patterns
Marc Mari-Dell'Olmo et al.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2021)
Role of SatO2, PaO2/FiO2 Ratio and PaO2 to Predict Adverse Outcome in COVID-19: A Retrospective, Cohort Study
Stefano Sartini et al.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2021)
Machine Learning Based Clinical Decision Support System for Early COVID-19 Mortality Prediction
Akshaya Karthikeyan et al.
FRONTIERS IN PUBLIC HEALTH (2021)
Long-term Air Pollution Exposure Impact on COVID-19 Morbidity in China
Yihan Wu et al.
AEROSOL AND AIR QUALITY RESEARCH (2021)
C-reactive protein and clinical outcomes in patients with COVID-19
Nathaniel R. Smilowitz et al.
EUROPEAN HEART JOURNAL (2021)
A Tool for Early Prediction of Severe Coronavirus Disease 2019 (COVID-19): A Multicenter Study Using the Risk Nomogram in Wuhan and Guangdong, China
Jiao Gong et al.
CLINICAL INFECTIOUS DISEASES (2020)
Severe air pollution links to higher mortality in COVID-19 patients: The double-hit hypothesis
Antonio Frontera et al.
JOURNAL OF INFECTION (2020)
Early Predictors of Clinical Deterioration in a Cohort of 239 Patients Hospitalized for Covid-19 Infection in Lombardy, Italy
Maurizio Cecconi et al.
JOURNAL OF CLINICAL MEDICINE (2020)
Biomarkers associated with COVID-19 disease progression
Giovanni Ponti et al.
CRITICAL REVIEWS IN CLINICAL LABORATORY SCIENCES (2020)
C-reactive protein levels in the early stage of COVID-19
L. Wang
MEDECINE ET MALADIES INFECTIEUSES (2020)
A brief-review of the risk factors for covid-19 severity
J. E. Rod et al.
REVISTA DE SAUDE PUBLICA (2020)
Performance of pneumonia severity index and CURB-65 in predicting 30-day mortality in patients with COVID-19
Celal Satici et al.
INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES (2020)
Ferritin in the coronavirus disease 2019 (COVID-19): A systematic review and meta-analysis
Linlin Cheng et al.
JOURNAL OF CLINICAL LABORATORY ANALYSIS (2020)
Interleukin-6 in Covid-19: A systematic review andmeta-analysis
Eric A. Coomes et al.
REVIEWS IN MEDICAL VIROLOGY (2020)
Comment to the paper Assessing nitrogen dioxide (NO2) levels as a contributing factor to coronavirus (COVID-19) fatality, by Ogen, 2020
E. Pisoni et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2020)
The Model for Early COvid-19 Recognition (MECOR) Score: A Proof-of-Concept for a Simple and Low-Cost Tool to Recognize a Possible Viral Etiology in Community-Acquired Pneumonia Patients during COVID-19 Outbreak
Gianluca Sambataro et al.
DIAGNOSTICS (2020)
The relationship between air pollution and COVID-19-related deaths: An application to three French cities
Cosimo Magazzino et al.
APPLIED ENERGY (2020)
Oxygen saturation as a predictor of mortality in hospitalized adult patients with COVID-19 in a public hospital in Lima, Peru
Fernando Mejia et al.
PLOS ONE (2020)
Predicting severe COVID-19 in the Emergency Department
Aleksander Rygh Holten et al.
RESUSCITATION PLUS (2020)
Region-specific air pollutants and meteorological parameters influence COVID-19: A study from mainland China
Shaowei Lin et al.
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY (2020)
A review of feature selection techniques in sentiment analysis
Siti Rohaidah Ahmad et al.
INTELLIGENT DATA ANALYSIS (2019)
BAMLSS: Bayesian Additive Models for Location, Scale, and Shape (and Beyond)
Nikolaus Umlauf et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2018)
Benchmarking relief-based feature selection methods for bioinformatics data mining
Ryan J. Urbanowicz et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2018)
Relief-based feature selection: Introduction and review
Ryan J. Urbanowicz et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2018)
Neutrophil-To-Lymphocyte Ratio: An Emerging Marker Predicting Prognosis in Elderly Adults with Community-Acquired Pneumonia
Emanuela Cataudella et al.
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY (2017)
Ordinal Regression Methods: Survey and Experimental Study
Pedro Antonio Gutierrez et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2016)
Training and assessing classification rules with imbalanced data
Giovanna Menardi et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2014)
Knowledge discovery in medicine: Current issue and future trend
Nura Esfandiari et al.
EXPERT SYSTEMS WITH APPLICATIONS (2014)
Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients
Susana M. Vieira et al.
APPLIED SOFT COMPUTING (2013)
SMOTE for high-dimensional class-imbalanced data
Rok Blagus et al.
BMC BIOINFORMATICS (2013)
A bias-correction for Cramer's V and Tschuprow's T
Wicher Bergsma
JOURNAL OF THE KOREAN STATISTICAL SOCIETY (2013)
Feature selection based on mutual information: Criteria of max-dependency, max-relevance, and min-redundancy
HC Peng et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2005)
Strategies for learning in class imbalance problems
R Barandela et al.
PATTERN RECOGNITION (2003)
Missing value estimation methods for DNA microarrays
O Troyanskaya et al.
BIOINFORMATICS (2001)