The Bayesian Susceptible-Exposed-Infected-Recovered model for the outbreak of COVID-19 on the Diamond Princess Cruise ShipOriginal Paper Published on 2021-01-262022-10-29 Journal: Stochastic Environmental Research and Risk Assessment [Category] COVID-19, [키워드] basic reproductive number Bayesian Bayesian SEIR model chain coefficients Cohort containment measures COVID-19 COVID-19 outbreak diamond Diamond Princess Cruise Ship Effectiveness Epidemic estimate heterogeneity Incubation period index case information Isolation Markov outbreak parameter prediction Princess provide quarantine reached reduced relative contribution resulting SEIR stratified supplementary material Transmissibility Transmission was used [DOI] 10.1007/s00477-020-01968-w PMC 바로가기 [Article Type] Original Paper
Evaluating the Impact of Intervention Strategies on the First Wave and Predicting the Second Wave of COVID-19 in Thailand: A Mathematical Modeling StudyArticle Published on 2021-01-222022-10-28 Journal: Biology [Category] COVID-19, [키워드] Analysis Bayesian approach compartmental model Contact Contact tracing Coronavirus disease 2019 Coronavirus disease 2019 (COVID-19) COVID-19 COVID-19 outbreak COVID-19 pandemic disease effective Effectiveness Evaluating Face mask fatality First wave Government highest Impact incidence incidence of COVID-19 Intervention introduced Mathematical modelling modeling NPI NPIs pandemic parameter per day populations predict predicted prediction provide reached reduced reduction reported reproductive risk Screening second second wave SEIR simple social distancing Spread Strategy susceptible the disease the vaccine Transmission was used Wave [DOI] 10.3390/biology10020080 PMC 바로가기 [Article Type] Article
Predictions of COVID-19 dynamics in the UK: Short-term forecasting and analysis of potential exit strategiesResearch Article Published on 2021-01-222022-10-28 Journal: PLoS Computational Biology [Category] COVID-19, MERS, [키워드] absence age agency Analysis approach Asymptomatic asymptomatic infection Care causes Compliance confirmed case country Course COVID-19 COVID-19 disease COVID-19 outbreak Critical care deaths determine develop effective Effectiveness Epidemic epidemic wave Evidence feature groups Health Service health system Healthcare system highlighting hospital humans ICU include independent individual Infection initial intensive care units Intervention introduced investigated lifted lockdown mathematical model measure Measures morbidity and mortality Mortality nonpharmaceutical intervention Outbreaks outcomes pandemic Patient prediction PROTECT provide quantitative assessment reduced reducing Region required resource robust SARS-CoV-2 transmission SARS-CoV-2 virus shielding social distancing Social distancing measure social distancing measures Spread subsequent Support suppress the disease the epidemic Transmission Transmission model transmission of SARS-CoV-2 Treatment Trigger [DOI] 10.1371/journal.pcbi.1008619 PMC 바로가기 [Article Type] Research Article
Isolating SARS-CoV-2 Strains From Countries in the Same Meridian: Genome Evolutionary AnalysisOriginal Paper Published on 2021-01-222022-10-29 Journal: Jmir Bioinformatics and Biotechnology [Category] COVID-19, [키워드] 3D Structures acting affected Algorithm analyses Analysis analyzed Antiviral strategies approach Asia average binding binding probability Brazil caused change characterized clade clinical feature codon codon mutation Codons conditions country COVID-19 death Effect ENCODE ENhance epidemiological episodic selective pressure eukaryotic cells Europe Evolution Evolutionary analysis facilitate Genetic genetics Genome genomes genomic glycine help in vitro experiment initiative Isolating Italy Modification mutated Mutation North America objective ontological Ontology performed Phylogenetic tree positioned predict predicted prediction pressure Probability Protein Recombination reported Repository respiratory infection responsible Result RNA secondary structure SARS-CoV-2 SARS-CoV-2 genome SARS-CoV-2 strain secondary structure selective sequence shown similarity strain Structure to define transmembrane transmembrane region turn Vaccine design virus Virus evolution wild-type [DOI] 10.2196/25995 PMC 바로가기 [Article Type] Original Paper
Nowcasting and Forecasting the Spread of COVID-19 and Healthcare Demand in Turkey, a Modeling StudyPublic Health Published on 2021-01-202022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, SARS, [키워드] attack rate carried Compliance COVID-19 COVID-19 Modeling COVID-19 simulation death deaths Demand dimensions distribution epidemic forecasting Epidemics evaluate the effect exceeded expected Forecasting Healthcare system Hospitalization ICU Intervention mathematical modeling measure modeling Mortality non-ICU NPI number of infected predict predicted prediction prevented Support Turkey TURKSAS [DOI] 10.3389/fpubh.2020.575145 PMC 바로가기 [Article Type] Public Health
Model-based forecasting for Canadian COVID-19 dataResearch Article Published on 2021-01-192022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] affected assumption build Canada complement conducted confirmed case country COVID-19 COVID-19 pandemic deaths expected finding helping Infection New York number of infected offer pandemic prediction Predictive model public health Research STAR trajectory USA Variability WHO World Health Organization [DOI] 10.1371/journal.pone.0244536 PMC 바로가기 [Article Type] Research Article
Diagnosing Coronavirus Disease 2019 (COVID-19): Efficient Harris Hawks-Inspired Fuzzy K-Nearest Neighbor Prediction MethodsComputers and Information Processing Published on 2021-01-192022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] complications conducted coronavirus COVID-19 diagnostic Disease diagnosis Diseases efficient expected experiment feature Feature selection fuzzy K-nearest neighbor Harris hawk optimization immune information Machine learning algorithms Mild parameter prediction severe COVID-19 severity of COVID-19 stability subset Symptoms [DOI] 10.1109/ACCESS.2021.3052835 PMC 바로가기 [Article Type] Computers and Information Processing
Deep Learning applications for COVID-19Survey Paper Published on 2021-01-112022-10-30 Journal: Journal of Big Data [Category] COVID-19, [키워드] accelerate Answering computer computer vision COVID-19 COVID-19 pandemic COVID-19 research deep Deep Learning applications detection drug Epidemiology example Forecasting generalization help Image include intelligence interpretability language learning life Life Sciences limitation Limited literature review misinformation natural natural language processing prediction privacy processing provide Public repurposing Research Retrieval robotics Structure vision [DOI] 10.1186/s40537-020-00392-9 PMC 바로가기 [Article Type] Survey Paper
Short-term real-time prediction of total number of reported COVID-19 cases and deaths in South Africa: a data driven approachResearch Article Published on 2021-01-112022-10-28 Journal: BMC Medical Research Methodology [Category] COVID-19, Fulltext, MERS, [키워드] approach changes in country COVID-19 COVID-19 case COVID-19 epidemic cumulative death deaths growth Growth Curve Logistic Logistic growth model National parameter Phenomenological models predict prediction provide provided reported Result Richard Richards model rising South South Africa supplementary material while [DOI] 10.1186/s12874-020-01165-x PMC 바로가기 [Article Type] Research Article
Non-specific blood tests as proxies for COVID-19 hospitalisation: are there plausible associations after excluding noisy predictors?Article Published on 2021-01-112023-06-19 Journal: Epidemiology and Infection [Category] MERS, [키워드] C-reactive protein COVID-19 creatinine eosinophils hospitalisation Laboratory tests Monocytes Neutrophils prediction [DOI] 10.1017/S0950268821000078 PMC 바로가기