A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian OptimizationResearch article Published on 2020-12-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy Algorithm approach assist automatically Bayesian can be used causes Characteristics Chest X-ray image Classifier CNN CNNs conducted Convolution Coronavirus disease 2019 COVID-19 COVID-19 infection database deep Deep feature extraction deep learning detect disease Effect experiment f-score feature FIVE Infection machine learning Machine learning algorithms machine learning model Medical decision support system novel optimization Physicians Pneumonia positive COVID-19 provided public health radiologist reduced retrospective sensitivity specificity Spread Support SVM transfer were used Wuhan, China [DOI] 10.1016/j.asoc.2020.106580 [Article Type] Research article
Inference of COVID-19 epidemiological distributions from Brazilian hospital data1004 Published on 2020-11-252022-10-30 Journal: Journal of the Royal Society Interface [Category] COVID-19, SARS, [키워드] Admission admission-to-death age Bayesian Brazil correlated correlation COVID-19 database dataset death Deprivation determine distribution distributions effective epidemiological estimate Evidence example hospital Inference joint Mathematical modelling model selection outcome pandemic Patient patients hospitalized Probability secondary care symptom-onset-to-death the mean Variation with COVID-19 [DOI] 10.1098/rsif.2020.0596 PMC 바로가기 [Article Type] 1004
Spatial analysis of COVID-19 spread in Iran: Insights into geographical and structural transmission determinants at a province levelResearch Article Published on 2020-11-182022-10-28 Journal: PLoS Neglected Tropical Diseases [Category] COVID-19, SARS, [키워드] Adults affected affecting Analysis applied approach association associations autocorrelation average Bayesian Characteristics Cluster Clustering Compliance concerning correlated country COVID-19 COVID-19 case COVID-19 cases COVID-19 outbreak cumulative death decrease determinant disease distribution Epidemiology Factor feature greater Health health information identify impacted information insight Iran less Local Older older population Physicians populations predict public health measures quartile rapid increase reduce Region reported representing SARS-CoV-2 significantly higher social distancing Sociodemographic factor Spread statistical Structure susceptible Tehran temperature the disease Transmission variable [DOI] 10.1371/journal.pntd.0008875 PMC 바로가기 [Article Type] Research Article
Community movement and COVID-19: a global study using Google’s Community Mobility ReportsOriginal Paper Published on 2020-11-132022-11-01 Journal: Epidemiology and Infection [Category] COVID-19, SARS, [키워드] Americas association Bayesian changes in Community country COVID-19 disease disease incidence ENhance Epidemic Europe explain Google incidence Mobility Model movement negative correlation North offer report significantly social distancing South America unique [DOI] 10.1017/S0950268820002757 PMC 바로가기 [Article Type] Original Paper
Mathematical Modeling and Robustness Analysis to Unravel COVID-19 Transmission Dynamics: The Italy Case †Article Published on 2020-11-112022-10-28 Journal: Biology [Category] COVID-19, [키워드] absence Algorithm Analysis antiviral therapy Asymptomatic Bayesian Bayesian parameter estimation calibrated calibration carried caused Conditional robustness analysis COVID-19 COVID-19 infection CRA disease epidemiological Evolution First wave Hospitalization hospitalized patients ICU intensive care unit Intervention Italian Italy mathematical measure modeling National pandemic parameter positive Presymptomatic cases Probability protection provide Quantitative reduce regions representing reveal robustness SARS-CoV-2 SEIR model simple Spread Stage symptomatic case the epidemic this new coronavirus Transmission Vaccine [DOI] 10.3390/biology9110394 PMC 바로가기 [Article Type] Article
A Founder Effect Led Early SARS-CoV-2 Transmission in Spain스페인에서 초기 SARS-CoV-2 전파를 주도한 파운더 효과Genetic Diversity and Evolution Published on 2020-10-302022-09-10 Journal: Journal of Virology [Category] MERS, 변종, 유전자 메커니즘, 치료기술, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus analyses Analysis Bayesian characterized clade clades Cluster coronavirus country COVID-19 COVID-19 case D614 variant D614G D614G substitution diffusion displaying dissemination Effect Europe European country explosion FIVE founder effect higher infectivity independent majority maximum-likelihood MOST Multiple occurred ORF8 pandemic phylodynamic phylodynamics Phylogenetic phylogenetic analyses phylogeography Prevalence prevalent pseudotyped virion pseudotyped virions Region replaced REPLACED BY respiratory S gene SARS-CoV-2 SARS-CoV-2 pandemic SARS-CoV-2 spike protein sequence sequences severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 Spain Spike protein the epidemic the SARS-CoV-2 the spike protein transmitted variant virus viruses whole-genome Whole-genome sequence Wuhan Wuhan, China [DOI] 10.1128/JVI.01583-20 PMC 바로가기 [Article Type] Genetic Diversity and Evolution
Molecular-based cross-species evaluation of bovine coronavirus infection in cattle, sheep and goats in GhanaResearch Article Published on 2020-10-272022-10-28 Journal: BMC veterinary research [Category] Coronavirus, MERS, [키워드] Bayesian Bovine coronavirus cattle clade Clinical sign collected Cross-species infection diarrhea distress ENhance full length GenBank goat high temperature highlight homologous Host Infection isolate manifested nucleotide sequence occurred polymerase chain positive Prevalence RdRP RdRp gene rectal swab Result RNA-dependent RNA polymerase ruminant Sanger sequencing sequence sheep Surveillance switching transcriptase Variation virus [DOI] 10.1186/s12917-020-02606-x PMC 바로가기 [Article Type] Research Article
Predictive Accuracy of COVID-19 World Health Organization (WHO) Severity Classification and Comparison with a Bayesian-Method-Based Severity Score (EPI-SCORE)Article Published on 2020-10-242022-10-28 Journal: Pathogens [Category] COVID-19, [키워드] Accuracy activated Acute kidney injury addition Admission age Algorithm analyzed automatically Bayesian Belgium center classification coronavirus COVID-19 COVID-19 patients COVID-19 severity Critically ill patient dead dehydrogenase demonstrated female Hospitalized hospitalized patients Laboratory LDH Level lymphocyte Mechanical median age network analysis operation outcome Patient prediction Predictive predictive power proportion Prothrombin time receiver ROC RT-PCR positive patient SARS-CoV-2 score selected severity significantly the WHO variable was used WHO WHO classification World Health Organization [DOI] 10.3390/pathogens9110880 PMC 바로가기 [Article Type] Article
Reconstructing the early global dynamics of under-ascertained COVID-19 cases and infectionsResearch Article Published on 2020-10-222022-10-28 Journal: BMC Medicine [Category] COVID-19, MERS, SARS, [키워드] adjusted Ageusia Anosmia baseline Bayesian Belgium calculated case ascertainment case fatality ratio CFR confirmed case cough country COVID-19 COVID-19 case CrI death deaths Epidemic estimate fatality Fever First wave France growth highest infected with SARS-CoV-2 Infection Local Measures National outbreak Outbreak analysis outcome pandemic progression proportion ranged reported Result SARS-CoV-2 SARS-COV-2 infection serological data Shortness of breath Situational awareness Stage Surveillance symptomatic case symptomatic cases symptomatic individuals the median the SARS-CoV-2 Under-reporting understanding [DOI] 10.1186/s12916-020-01790-9 PMC 바로가기 [Article Type] Research Article
The turning point and end of an expanding epidemic cannot be precisely forecastArticle Published on 2020-10-202023-07-06 Journal: Proceedings of the National Academy of Sciences of [Category] SARS, [키워드] Bayesian Epidemics Forecast predictability. [DOI] 10.1073/pnas.2007868117 PMC 바로가기