Forecasting COVID-19 Case Trends Using SARIMA Models during the Third Wave of COVID-19 in MalaysiaArticle Published on 2022-01-282022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, SARS, [키워드] ARIMA Bayesian information criterion BIC conducted country covariate COVID-19 COVID-19 case COVID-19 cases develop deviation disease effective Forecast Forecasting generate implementation lowest MAE majority Malaysia Measures Ministry of Health Model seasonal trend was selected Wave website [DOI] 10.3390/ijerph19031504 PMC 바로가기 [Article Type] Article
Analysis on the Economic Recovery in the Post-COVID-19 Era: Evidence From ChinaPublic Health Published on 2022-01-242022-10-31 Journal: Frontiers in Public Health [Category] Coronavirus, MERS, SARS, [키워드] absence addition ARIMA ARIMA model average China country COVID-19 COVID-19 pandemic Economic development Economic resilience Epidemic example FIVE GDP predict predicted public health emergency recommendation Resilience resilience index Taking the epidemic [DOI] 10.3389/fpubh.2021.787190 PMC 바로가기 [Article Type] Public Health
The Effect of Coronavirus 2019 Disease Control Measures on the Incidence of Respiratory Infectious Disease and Air Pollutant Concentrations in the Yangtze River Delta Region, ChinaArticle Published on 2022-01-242022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, SARS, [키워드] affected air pollutant concentrations Air quality ARIMA average changes in China Chinese Concentration Control Coronavirus disease 2019 COVID-19 Effect effective Evidence FIVE incidence Influenza Intervention investigated Linear regression measure no significant difference NPI NPIs pollutant provide reducing Region respiratory respiratory infectious disease respiratory infectious disease incidence Seven Shanghai shown Spread Yangtze River Delta Zhejiang [DOI] 10.3390/ijerph19031286 PMC 바로가기 [Article Type] Article
Forecasting the Severity of COVID-19 Pandemic Amidst the Emerging SARS-CoV-2 Variants: Adoption of ARIMA ModelSARS-CoV-2 변종 출현 중 COVID-19 팬데믹의 심각성 예측: ARIMA 모델 채택Research Article Published on 2022-01-132022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] SARS, 변종, [키워드] adoption Akaike information criterion analyzed ARIMA best Brazil Brown confirmed cases coronavirus correction country COVID-19 COVID-19 case COVID-19 cases dataset datasets death case death cases expected Forecasting Government Health Health Organization Health practitioners incidence increase in magnitude measure Model moving average Mutation Nigeria pandemic parameter Practitioner reported required Research SARS-CoV-2 selected South Africa statistically significant United Kingdom variant virus viruses website World Health Organization [DOI] 10.1155/2022/3163854 PMC 바로가기 [Article Type] Research Article
Multi-Regional Modeling of Cumulative COVID-19 Cases Integrated with Environmental Forest Knowledge Estimation: A Deep Learning Ensemble ApproachArticle Published on 2022-01-102022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, SARS, [키워드] Accuracy ACF analyzed applied ARIMA artificial intelligence autocorrelation average COVID-19 COVID-19 case COVID-19 pandemic criteria criterion cumulative deep deep learning diagnostics ensemble ARIMA evaluate forest forest knowledge Hospitalization information knowledge learning likelihood memory modeling outcome predict prediction random were used while [DOI] 10.3390/ijerph19020738 PMC 바로가기 [Article Type] Article
Application of the ARIMA Model to Predict Under-Reporting of New Cases of Hansen’s Disease during the COVID-19 Pandemic in a Municipality of the Amazon RegionCOVID-19 팬데믹 동안 아마존 지역의 한 자치단체에서 한센병 신규 사례의 과소 보고를 예측하기 위한 ARIMA 모델의 적용Article Published on 2021-12-312022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, SARS, 한센병, [키워드] AIC analyzed application ARIMA average BIC Brazil collected COVID-19 COVID-19 pandemic criteria ecological Epidemiology estimate Geography Hansen’s disease hidden information leprosy lowest Model municipality neglected disease New predict predicted Prevalence recorded reducing Region reported statistical significance level Statistics System tested Time series analysis [DOI] 10.3390/ijerph19010415 PMC 바로가기 [Article Type] Article
Tuberculosis forecasting and temporal trends by sex and age in a high endemic city in northeastern Brazil: where were we before the Covid-19 pandemic?브라질 북동부의 고기병 도시에서 성별과 나이에 의한 결핵 예측 및 시간 경향 : 우리는 Covid-19 Pandemic 이전에 우리는 어디에 있었습니까?Research Published on 2021-12-182022-09-10 Journal: BMC Infectious Diseases [Category] SARS, 치료기술, [키워드] age ARIMA average both sexes Brazil carried characterized city composed COVID-19 COVID-19 pandemic disease Ecological studies Endemic Epidemiology Evidence evidenced Exploratory analysis Health Organization incidence linear men moving average Nursing pandemic progression reported Result resulting Sex stability step the disease Time series studies Tuberculosis was performed were used women World Health Organization [DOI] 10.1186/s12879-021-06978-9 PMC 바로가기 [Article Type] Research
The Epidemic of Sexually Transmitted Diseases Under the Influence of COVID-19 in ChinaPublic Health Published on 2021-12-162022-10-31 Journal: Frontiers in Public Health [Category] Coronavirus, MERS, SARS, [키워드] Analysis ARIMA average calculated China conducted confirmed COVID-19 case correlation COVID-19 COVID-19 epidemic Decline disease effective Epidemic Epidemics evaluate FIVE gonorrhea Hepatitis hepatitis B HIV/AIDS influence measure Measures Pearson correlation predicted Prevent Prevention and control public health reported sexually transmitted diseases syphilis transmitted Transport [DOI] 10.3389/fpubh.2021.737817 PMC 바로가기 [Article Type] Public Health
Time series analysis and predicting COVID-19 affected patients by ARIMA model using machine learningProtocols Published on 2021-12-142022-11-01 Journal: Journal of virological methods [Category] COVID-19, MERS, SARS, [키워드] affecting Analysis ARIMA ARIMA model arise China Community Containment measure COVID-19 COVID-19 affected patient cumulative Data analysis Epidemic health system machine learning pandemic Patient proportions question reduced reduction Spread spread of COVID-19 syndrome temporal dynamics the epidemic time Time series analysis [DOI] 10.1016/j.jviromet.2021.114433 PMC 바로가기 [Article Type] Protocols
No Change of Pneumocystis jirovecii Pneumonia after the COVID-19 Pandemic: Multicenter Time-Series AnalysesArticle Published on 2021-11-192022-10-30 Journal: Journal of Fungi [Category] COVID-19, [키워드] ARIMA average Bayesian change changes in collected data COVID-19 COVID-19 pandemic defined Diagnosis Government hospital infection control Inpatient Intervention measure non-pharmacological interventions not affect not significantly different pandemic Pneumocystis jirovecii Pneumonia predicted respiratory viruses time-series analysis transmitted [DOI] 10.3390/jof7110990 PMC 바로가기 [Article Type] Article