Explainable Machine Learning for Early Assessment of COVID-19 Risk Prediction in Emergency DepartmentsComputational and Artificial Intelligence Published on 2020-10-262022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] abnormality acute respiratory syndrome approach assessment associative Associative tree automatically Boruta feature selection build Care characteristic Chest Classifier clinical data analysis clinician coronavirus correlated COVID-19 COVID-19 patients criteria CXR death Department effective Emergency forest Generalized linear model generalized linear models Johns Hopkins University Laboratory machine learning missing data imputation number of comorbidities Patient predict prediction presenting radiological Radiologists random forest classifier required Result risk risk prediction robust SARS-CoV-2 selected sensitivity shown Spread Support variable variables virus with COVID-19 worldwide pandemic [DOI] 10.1109/ACCESS.2020.3034032 PMC 바로가기 [Article Type] Computational and Artificial Intelligence
Modelling and predicting the spatio-temporal spread of cOVID-19 in ItalyResearch Article Published on 2020-09-232022-10-28 Journal: BMC Infectious Diseases [Category] COVID-19, SARS, [키워드] affected aggregation available data China Contagion Containment measure coronavirus 2 Coronavirus disease 2019 country COVID-19 COVID-19 infection diffusion disease distribution Effect effective European Evidence Evolution Generalized linear model health emergency homogeneous Infection Interaction International involved Italian Italy limit Local measure National not affected number of infected official pandemic predict prevalent Prevent provide respiratory Result SARS-CoV-2 Scientific community Spatio-temporal model Spread spread to the disease The United States Transmission union while [DOI] 10.1186/s12879-020-05415-7 PMC 바로가기 [Article Type] Research Article
Assessing the Impact of the COVID-19 Pandemic in Spain: Large-Scale, Online, Self-Reported Population SurveyOriginal Paper Published on 2020-09-102022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] 95% CI age Assessing average carried close contact correlated country COVID-19 COVID-19 pandemic death Disease prevalence effective First wave Gender Generalized linear model groups Health status identify Impact impacted Infectious disease lack large sample large-scale online surveys measure media Ministry of Health negative correlation objective outbreak pandemic participant Perception Population positive Prevalence proportions public engagement public health public health authorities question recruit reported resource Result SARS-CoV-2 SARS-CoV-2 test shown social contact Spain Spanish statistically significant difference survey tested the disease Transmission variable was used [DOI] 10.2196/21319 PMC 바로가기 [Article Type] Original Paper
Population risk factors for COVID-19 deaths in Nigeria at sub-national levelResearch Published on 2020-08-042022-10-28 Journal: The Pan African Medical Journal [Category] COVID-19, MERS, SARS, [키워드] affected Africa African age Analysis analyzed BCG BCG vaccination CDC clinical risk factor Cluster conducted confirmed case confirmed COVID-19 case correlated country Coverage COVID-19 death Delta Epidemiology examined Factor GDP Generalized linear model greater HIV incidence include indicate Lagos Mortality mortality rate multivariate Nigeria Population Prevalence Region Result retrieved risk factor Risk factors river SARS-CoV-2 smoking Sociodemographic factor state Statistics susceptibility University of Washington [DOI] 10.11604/pamj.supp.2020.35.131.25258 PMC 바로가기 [Article Type] Research
The Role of Health Preconditions on COVID-19 Deaths in Portugal: Evidence from Surveillance Data of the First 20293 Infection CasesArticle Published on 2020-07-242022-10-30 Journal: Journal of Clinical Medicine [Category] COVID-19, [키워드] 95% CI 95% confidence interval absence age age and sex analyzed area under the curve Cancer cardiac cardiovascular COVID-19 dataset death demographics diabetes died disease disorder doctor Epidemiology Factor female Generalized linear model Health Health Service identify infected patient infected with COVID-19 Intervention Logistic regression logistic regression model Mortality National Neuromuscular other variable Patient Portugal potential risk primary outcome measure public health Ratio reduced Registered risk risk factor risk of death role Sex systemic condition was used with COVID-19 [DOI] 10.3390/jcm9082368 PMC 바로가기 [Article Type] Article
Identifying Patients at Greatest Risk of Mortality due to COVID-19: A New England PerspectiveEndemic Infections Published on 2020-07-082022-10-28 Journal: Western Journal of Emergency Medicine [Category] COVID-19, SARS, [키워드] 95% CI 95% confidence interval acute respiratory syndrome age Analysis being can be used Care chronic obstructive Comorbidities confirmed case Connecticut COPD coronavirus COVID-19 patient deaths Deceased diabete died discharged distribution England examined Factor frontline healthcare worker Generalized linear model HCW Health hospital Hospitalized hospitalized COVID-19 patients identify identifying in-hospital mortality likelihood log Massachusett Mortality New Older outcome pandemic Patient physical PROTECT protective effect public health pulmonary disease reducing Result resulting retrospective cohort study risk risk factor SARS-CoV-2 severe disease specificity Spread Trinity was increased [DOI] 10.5811/westjem.2020.6.47957 PMC 바로가기 [Article Type] Endemic Infections
Time-to-Death approach in revealing Chronicity and Severity of COVID-19 across the WorldResearch Article Published on 2020-05-122022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] absence approach China Concordance coronavirus disease country COVID-19 COVID-19 infection death duration of exposure effective elapsed finding France Generalized linear model Germany help information Iran Italy Mortality mortality rate mortality rates outbreak pandemic predict predicted raise Registered selected Seven severity Spain Spread United Kingdom Vaccine was used were used Wuhan, China [DOI] 10.1371/journal.pone.0233074 PMC 바로가기 [Article Type] Research Article
Inferring host roles in bayesian phylodynamics of global avian influenza A virus H9N2Article Published on 2019-12-012023-06-22 Journal: Virology [Category] 조류인플루엔자, [키워드] Avian host transitions Avian influenza virus Bayesian Generalized linear model H9N2 phylodynamic Phylogeographic Poultry trade. [DOI] 10.1016/j.virol.2019.09.011
Percolation models of pathogen spilloverArticle Published on 2019-09-302023-05-31 Journal: Philosophical Transactions of the Royal Society B: [Category] 조류인플루엔자, [키워드] Generalized linear model Multilevel model percolation Probability Regression spillover [DOI] 10.1098/rstb.2018.0331 PMC 바로가기
Physico-chemical and biological characterization of anopheline mosquito larval habitats (Diptera: Culicidae): implications for malaria control모기 유충 서식지(쌍각목: 모기과)의 물리화학적 및 생물학적 특성: 말라리아 통제에 대한 함의Research Published on 2013-11-042024-08-13 Journal: Parasites & Vectors [Category] 말라리아, [키워드] decision trees Generalized linear model Macroinvertebrate predators Mosquito control Mosquito larvae [DOI] 10.1186/1756-3305-6-320 PMC 바로가기 [Article Type] Research