Forecasting of Oxidant/Antioxidant levels of COVID-19 patients by using Expert models with biomarkers used in the Diagnosis/Prognosis of COVID-19코로나19 진단/예후 바이오마커를 활용한 전문가 모델을 활용한 코로나19 환자의 산화/항산화 수치 예측Article Published on 2021-11-012022-09-11 Journal: International immunopharmacology [Category] SARS, 바이오마커, 치료기술, [키워드] Accuracy Antioxidant/oxidant parameters ARIMA ARIMA models Biomarker Biomarkers C-Reactive-Protein Care checked coefficient coefficients combating costly COVID-19 COVID-19 (SARS-CoV-2) COVID-19 disease COVID-19 epidemic COVID-19 outbreak COVID-19 patient criteria CRP D-dimer data set diagnosed with COVID-19 Early detection effective error error rate expert Expert systems faster ferritin Forecasting highest infected patient infected patients laboratory parameter lymphocyte no significant difference parameter Patient patients patients with COVID-19 predicted R 2 routine Routine laboratory parameters and biomarkers. Severe patient severe patients significant difference Validity WBC [DOI] 10.1016/j.intimp.2021.108127 PMC 바로가기 [Article Type] Article
Estimating the COVID-19 prevalence and mortality using a novel data-driven hybrid model based on ensemble empirical mode decompositionArticle Published on 2021-11-012022-10-04 Journal: Scientific Reports [Category] MERS, SARS, 임상, 치료기술, [키워드] Accuracy ARIMA average Characteristics confirmed case COVID-19 data-driven death Disease prevention include Infectious diseases Mortality mortality data Nigeria Prevalence regions second shown South Africa the epidemic [DOI] 10.1038/s41598-021-00948-6 PMC 바로가기 [Article Type] Article
Application of machine learning in the prediction of COVID-19 daily new cases: A scoping reviewReview Article Published on 2021-10-112022-10-04 Journal: Heliyon [Category] 유전자 메커니즘, [키워드] Accuracy Affect affecting ANN application applied approach ARIMA artificial artificial intelligence complex Course COVID-19 critical impact deep learning disease disorder dissimilarity Efficiency Epidemic feature global pandemic health system help highest Intervention machine machine learning MAE mean absolute error measure memory pandemic parameter populations predict prediction produced R 2 ranged Region root selected Spread virus transmission with COVID-19 [DOI] 10.1016/j.heliyon.2021.e08143 PMC 바로가기 [Article Type] Review Article
New COVID-19 variant (B.1.1.7): Forecasting the occasion of virus and the related meteorological factors새로운 COVID-19 변종(B.1.1.7): 바이러스 발생 및 관련 기상 요인 예측Article Published on 2021-10-012022-09-11 Journal: Journal of infection and public health [Category] SARS, 변종, 치료기술, [키워드] Analysis ARIMA association B.1.1.7 B.1.1.7 variant correlation country couple COVID-19 determine East Factor Forecast analysis Forecasting Health Organization Humidity incidence increase in Indonesia Meteorological factor Model moving average New New coronavirus reported South Spearman correlation analysis temperature variable variant virus virus spread West World Health Organization would increase [DOI] 10.1016/j.jiph.2021.05.019 PMC 바로가기 [Article Type] Article
Network Autoregressive Model for the Prediction of COVID-19 Considering the Disease Interaction in Neighboring CountriesArticle Published on 2021-09-282022-10-31 Journal: Information Sciences [Category] COVID-19, [키워드] Accuracy addition Afghanistan ARIMA ARIMA model average calculated collected coronavirus disease correlation correlation matrix country COVID-19 determine disease infected case infected cases Interaction Iran Iran timeseries prediction Iraq likelihood mathematical Model network network autoregressive (NAR) model number of infected observé outcomes pandemic parameter platform predicted prediction provided Seven Spread the disease Turkey was used [DOI] 10.3390/e23101267 PMC 바로가기 [Article Type] Article
Impact of interventions on the incidence of natural focal diseases during the outbreak of COVID-19 in Jiangsu Province, China중국 장부 지방에서 Covid-19가 발생하는 동안 자연 국소 질환의 발생률에 대한 중재의 영향Research Published on 2021-09-192022-09-01 Journal: Parasites & Vectors [Category] 말라리아, 진단, [키워드] adopted age ARIMA average brucellosis CDC center China collected confirmed case Control coronavirus disease Coronavirus disease 2019 COVID-19 Dengue described diagnosed disease disease control Diseases distribution Encephalitis Epidemics evaluate Fever goodness of fit help Hemorrhagic hemorrhagic fever illness onset Impact incidence Infectious diseases Intervention Japanese encephalitis Jiangsu lockdown malaria male males measure Measures moving average natural Natural focal diseases nonparametric test Nonparametric tests other infectious diseases outbreak predicted prevention Prevention and control R 2 rabies renal reported Result rural areas Sex Spread statistically significant Suspension syndrome thrombocytopenia Travel was used were used [DOI] 10.1186/s13071-021-04986-x PMC 바로가기 [Article Type] Research
Short-term forecasting of the COVID-19 outbreak in IndiaOriginal Article Published on 2021-09-052022-10-30 Journal: International health [Category] COVID-19, SARS, [키워드] affected ARIMA available data average confirmed case coronavirus disease country COVID-19 COVID-19 case COVID-19 outbreak COVID-19 pandemic criterion cumulative death deaths FIVE Forecasting growth India information Logistic Logistic growth model mathematical measure outbreak predict resource spread of COVID-19 were used [DOI] 10.1093/inthealth/ihab031 PMC 바로가기 [Article Type] Original Article
Estimating the impact of non-pharmaceutical interventions against COVID-19 on mumps incidence in Sichuan, ChinaResearch Article Published on 2021-08-302022-10-28 Journal: BMC Infectious Diseases [Category] COVID-19, MERS, SARS, [키워드] ARIMA average China coronavirus disease COVID-19 declined decrease determine effective epidemic peak examined incidence Intervention mathematical model mump mumps Non-pharmaceutical interventions public health measure reduction in reported respiratory virus Result supplementary material [DOI] 10.1186/s12879-021-06584-9 PMC 바로가기 [Article Type] Research Article
A comparative study of SIR Model, Linear Regression, Logistic Function and ARIMA Model for forecasting COVID-19 casesResearch Article Published on 2021-08-262022-10-27 Journal: AIMS Public Health [Category] COVID-19, [키워드] ARIMA available data benefit Contagion COVID-19 COVID-19 case develop EDA epidemic disease Epidemiology function Infection Linear regression logistic function Model mortality rate parameter predict Region Regression Regression model Research SIR starting [DOI] 10.3934/publichealth.2021048 PMC 바로가기 [Article Type] Research Article
Empirical Evaluation of Alternative Time-Series Models for COVID-19 Forecasting in Saudi ArabiaArticle Published on 2021-08-162022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, SARS, [키워드] ARIMA autoregressive integrated moving average average changes in confirmed cases coronavirus COVID-19 COVID-19 cases Critical cubic spline death deaths determine disease-causing example exponential smoothing fluctuation Forecasting global pandemic Holt HoltWinters Metrics Model reported Saudi Arabia Seven simple exponential smoothing Spread TBATS time-series analysis [DOI] 10.3390/ijerph18168660 PMC 바로가기 [Article Type] Article