Percolation across households in mechanistic models of non-pharmaceutical interventions in SARS-CoV-2 disease dynamicsArticle Published on 2022-06-012023-07-08 Journal: Epidemics [Category] COVID19(2023년), [키워드] compartmental model COVID-19 percolation SEIR [DOI] 10.1016/j.epidem.2022.100551 PMC 바로가기
Modelling the COVID-19 epidemic and the vaccination campaign in Italy by the SUIHTER modelResearch article Published on 2022-06-012022-10-05 Journal: Infectious Disease Modelling [Category] 변종, [키워드] analyses clinical evidence compartmental model COVID-19 COVID-19 epidemic COVID-19 pandemic death dominant Efficacy epidemiological Evolution extension feature Forecast Hospitalization Italy Prevent Scenario analyses Transmission transmission rate vaccination Vaccine variant virus variants [DOI] 10.1016/j.idm.2022.03.002 [Article Type] Research article
BeCaked: An Explainable Artificial Intelligence Model for COVID-19 Forecasting Research Published on 2022-05-132022-10-05 Journal: Scientific Reports [Category] COVID19(2023년), SARS, 치료기술, [키워드] analyzed artificial autoencoder average mortality can be used center China Combination compartmental model consequence country COVID-19 deep effective Engineering FIVE Forecasting high accuracy intelligence Johns Hopkins University learning Model occurred offer overcome pandemic Pandemics parameter provided reported Science Spread System weakness World Health Organization Wuhan [DOI] 10.1038/s41598-022-11693-9 [Article Type] Research
Global prediction model for COVID-19 pandemic with the characteristics of the multiple peaks and local fluctuationsArticle Published on 2022-05-132023-07-09 Journal: BMC Medical Research Methodology [Category] COVID19(2023년), [키워드] compartmental model COVID-19 Epidemic prediction Logistic growth function NO2 concentrations. [DOI] 10.1186/s12874-022-01604-x PMC 바로가기
Machine Learning, Deep Learning, and Mathematical Models to Analyze Forecasting and Epidemiology of COVID-19: A Systematic Literature ReviewCOVID-19의 예측 및 역학 분석을 위한 머신 러닝, 딥 러닝 및 수학적 모델: 체계적인 문헌 검토Review Published on 2022-04-222022-09-11 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), SARS, 치료기술, [키워드] agency Algorithm Algorithms article automatic detection basic reproduction rate battle caused classification CNN compartmental model COVID-19 criteria current deep deep learning disease Epidemic epidemiological Epidemiology epidemiology of COVID-19 estimate feature first stage Forecasting generate Health Organization healthcare Healthcare industry healthy highlight item Laboratory learning life literature machine learning mathematical Mathematical models medical staff meta-analyses Model PRISMA PROTECT recorded reduce Reporting Reproduction rate Research researcher review SARS-CoV-2 selected shown Spread spread of COVID-19 SVM systematic reviews the epidemic World Health Organization worldwide pandemic Wuhan Wuhan, China [DOI] 10.3390/ijerph19095099 PMC 바로가기 [Article Type] Review
Benefits of integrated screening and vaccination for infection control감염관리를 위한 통합검진 및 예방접종의 장점Article Published on 2022-04-212022-09-11 Journal: PLoS ONE [Category] COVID19(2023년), SARS, 변종, [키워드] adverse outcome base Characteristics college Community compartmental model Compliance Coverage COVID-19 infections deaths delta variant develop disease disease spread disease transmission Diseases effective Effectiveness Efficacy Frequency Hospitalization hospitalizations hypothetical infection control Infectious diseases initial Intervention Model parameter predominant reduce Reproduction number reproduction numbers Safe Screening sensitivity analysis the vaccine Transmission vaccination vaccination rate Vaccination strategies Vaccine [DOI] 10.1371/journal.pone.0267388 PMC 바로가기 [Article Type] Article
Efficacy of a “stay-at-home” policy on SARS-CoV-2 transmission in Toronto, Canada: a mathematical modelling study캐나다 토론토의 SARS-CoV-2 전염에 대한 "재택근무" 정책의 효과: 수학적 모델링 연구Article Published on 2022-04-192022-09-11 Journal: CMAJ open [Category] Coronavirus, COVID19(2023년), SARS, 변종, [키워드] 95% CI 95% confidence interval added average Canada closure Community compartmental model Compliance conditions Contact COVID-19 cumulative death effective household implementation lifted limitation Mathematical modelling nonpharmaceutical intervention Nonpharmaceutical interventions pandemic per day Prevent Probability reproductive required resurgence Safe SARS-CoV-2 SARS-CoV-2 transmission School Spread Strong threshold value Toronto Transmission variants variants of concern virus [DOI] 10.9778/cmajo.20200242 PMC 바로가기 [Article Type] Article
Projecting the Pandemic Trajectory through Modeling the Transmission Dynamics of COVID-19COVID-19의 전파 역학 모델링을 통한 팬데믹 궤적 예측Article Published on 2022-04-092022-09-11 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), SARS, 변종, [키워드] circulating classic Community compartmental model compartmental modeling Course COVID-19 COVID-19 pandemic Critical deaths disease Disease progression disease severity Diseases dominant doses Dynamics effective Effectiveness Efficiency epidemiological Epidemiology extension groups immunization result infected individuals Infection Local majority mathematical Mild modeling Modification modifications observation observations omicron Omicron variant pandemic Pandemics population groups powerful tool public health reduce reduction in single variant SIRS Spread Support supported Transmissibility Transmission Transmission dynamics understanding vaccination Vaccine variant virulent [DOI] 10.3390/ijerph19084541 PMC 바로가기 [Article Type] Article
Projecting COVID-19 Mortality as States Relax Nonpharmacologic InterventionsArticle Published on 2022-04-012022-11-16 Journal: JAMA Health Forum [Category] COVID19(2023년), SARS, 변종, [키워드] amplitude assumed circulating SARS-CoV-2 variants compartmental model COVID-19 COVID-19 pandemic COVID-19 transmission Date death decrease Delta District effective Epidemics Intervention mask mandate Mask mandates mitigate morbidity and mortality NPI NPIs omicron outcome Policy Population Premature Prevent question Reproduction number simulator state Strains the SARS-CoV-2 virus Transmissibility vaccination variants Viral transmission [DOI] 10.1001/jamahealthforum.2022.0760 PMC 바로가기
SARS-CoV-2 IgG Seroprevalence among Blood Donors as a Monitor of the COVID-19 Epidemic, Brazil브라질 COVID-19 전염병의 모니터로서 헌혈자 사이의 SARS-CoV-2 IgG 혈청 유병률Article Published on 2022-04-012022-09-12 Journal: Emerging Infectious Diseases [Category] COVID19(2023년), MERS, SARS, 진단, [키워드] acute respiratory syndrome Blood blood donor Blood donors Brazil collected compartmental model compose coronavirus coronavirus disease COVID-19 cumulative disease Diseases Epidemic epidemic model Epidemics estimate hidden IgG incidence incidence rate information Modification reported respiratory infections SARS SARS-CoV-2 SARS-CoV-2 IgG SARS-CoV-2 transmission rate serology Seroprevalence serum sample severe acute respiratory syndrome coronavirus 2 Surveillance the epidemic variables viruses zoonoses [DOI] 10.3201/eid2804.211961 PMC 바로가기 [Article Type] Article