Research on COVID-19 based on ARIMA modelΔ-Taking Hubei, China as an example to see the epidemic in ItalyArticle Published on 2020-10-012023-07-06 Journal: Journal of infection and public health [Category] SARS, [키워드] ARIMA COVID-19 Hubei Italy [DOI] 10.1016/j.jiph.2020.06.019 PMC 바로가기
Increased Internet Searches for Insomnia as an Indicator of Global Mental Health During the COVID-19 Pandemic: Multinational Longitudinal StudyOriginal Paper Published on 2020-09-212022-10-30 Journal: Journal of Medical Internet Research [Category] Coronavirus, SARS, [키워드] 95% CI Analysis ARIMA average baseline correlation country COVID-19 COVID-19 pandemic death defined Depression examined exhibited Google Google Trends increase increase in Increased increases in Indicator infodemiology infoveillance Insomnia Internet internet search Iran longitudinal Mental mental health objective pandemic positively correlated Result Significant significant increase significant increases in Spain Surveillance The United States trend Volume [DOI] 10.2196/22181 PMC 바로가기 [Article Type] Original Paper
Modeling of COVID-19 Outbreak Indicators in China Between January and JuneOriginal Research Published on 2020-09-092022-10-31 Journal: Disaster Medicine and Public Health Preparedness [Category] COVID-19, MERS, [키워드] ARIMA Bayesian BIC China coronavirus coronavirus disease Course COVID-19 cumulative death deaths diagnosed exponential smoothing Government Growth Curve Indicator information linear measure modeling MSE nonlinear model outbreak R 2 subsequent the disease were used [DOI] 10.1017/dmp.2020.323 PMC 바로가기 [Article Type] Original Research
Comparison of Growth Patterns of COVID-19 Cases through the ARIMA and Gompertz Models. Case Studies: Austria, Switzerland, and IsraelSpecial Issue on the COVID-19 Pandemic Published on 2020-07-312022-10-28 Journal: Rambam Maimonides Medical Journal [Category] COVID-19, [키워드] Accuracy affected ARIMA average calculate carried coronavirus coronavirus 2019 disease country COVID-19 death deaths effective Factor Gompertz growth growth model Health care system health system Infection measure Mortality pandemic Pandemics pattern R 2 Spread statistical Switzerland the mean [DOI] 10.5041/RMMJ.10413 PMC 바로가기 [Article Type] Special Issue on the COVID-19 Pandemic
Forecasting the Spreading of COVID-19 across Nine Countries from Europe, Asia, and the American Continents Using the ARIMA ModelsArticle Published on 2020-07-302022-10-29 Journal: Microorganisms [Category] COVID-19, [키워드] Accuracy affected ARIMA Asia Brazil Bulgaria collected continent Control country COVID-19 died ECDC epidemiological error Europe European Forecasting Hungary incidence India lowest Model MONITOR New coronavirus offer parameters Patient percentage predict Prevalence prevention regions reported restrict Romania SARS-CoV-2 spreading the American continents Ukraine USA website WHO World Health Organization [DOI] 10.3390/microorganisms8081158 PMC 바로가기 [Article Type] Article
Assessment of the outbreak risk, mapping and infection behavior of COVID-19: Application of the autoregressive integrated-moving average (ARIMA) and polynomial modelsResearch Article Published on 2020-07-282022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] Algorithm application ARIMA assessment assist AUC value average caused coronavirus COVID-19 COVID-19 disease COVID-19 outbreak disease effective epidemiologist evaluate Evidence expected Factor growth Health health emergency high risk infected case Infection information Iran observation organization outbreak outcome pandemic coronavirus Predictive programming quarantine Region reveal risk risk factor risk of COVID-19 selected Support SVM tested the disease virus was used [DOI] 10.1371/journal.pone.0236238 PMC 바로가기 [Article Type] Research Article
Google searches for suicide and suicide risk factors in the early stages of the COVID-19 pandemicResearch Article Published on 2020-07-242022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] 95%CI appear ARIMA average cause caused change COVID-19 COVID-19 pandemic disaster early stage elevated exacerbate Google help impacted increase in increases in mental health mental health concern Novel coronavirus pandemic predicted promoted proportion representing Respiratory illness risk factor SARS-CoV-2 Spread Stressor the United State trend [DOI] 10.1371/journal.pone.0236777 PMC 바로가기 [Article Type] Research Article
Prediction of the COVID-19 Pandemic for the Top 15 Affected Countries: Advanced Autoregressive Integrated Moving Average (ARIMA) ModelOriginal Paper Published on 2020-05-132022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, MERS, [키워드] affected Analysis ARIMA ARIMA models average Brazil China city confidence interval confirmed case confirmed cases coronavirus coronavirus disease country COVID-19 COVID-19 disease COVID-19 infection criterion cumulative death death rate deaths faster Forecast France Germany identify include information intensity Iran Italy mathematical Model mortality rate much higher Netherlands objective pandemic predict predicted prediction provide reported Result Russia SARS-CoV2 Spain Spread stratified Switzerland the disease The United States trajectory Turkey United Kingdom United States was done was used Wuhan [DOI] 10.2196/19115 PMC 바로가기 [Article Type] Original Paper
Modeling the trend of coronavirus disease 2019 and restoration of operational capability of metropolitan medical service in China: a machine learning and mathematical model-based analysisResearch Published on 2020-05-062022-10-31 Journal: Global Health Research and Policy [Category] COVID-19, MERS, [키워드] 95% CI accumulated adopted Analysis ARIMA Asymptomatic Beijing China Combined confirmed cases coronavirus disease country COVID-19 COVID-19 epidemic cumulative death disease Epidemic expected Government Guangzhou Hospitalization interfere Intervention mathematical measure medical need Migration modeling number of infected other disease outbreak Patient predicted professionals recovered Result SEIR Shanghai the epidemic virus carrier was used would increase Wuhan [DOI] 10.1186/s41256-020-00145-4 PMC 바로가기 [Article Type] Research
Temperature Decreases Spread Parameters of the New Covid-19 Case DynamicsArticle Published on 2020-05-032022-10-28 Journal: Biology [Category] COVID-19, [키워드] ARIMA collected Contagion coronavirus disease country COVID-19 decrease Dynamics epidemiological examined External first stage French heat inhibition high temperature initial MERS-CoV New new coronavirus SARS-CoV-2 parameter Predictive public health Region Result SARS-CoV Stage temperature temperature effect temperature sensitivity the epidemic virulence virus weather-dependent virulence [DOI] 10.3390/biology9050094 PMC 바로가기 [Article Type] Article