Short-term forecasting of COVID-19 using support vector regression: An application using Zimbabwean dataMajor Article Published on 2023-03-302024-09-05 Journal: American journal of infection control [Category] update2024, [키워드] Generalized additive model Hierarchical interactions LASSO Least absolute shrinkage Linear quantile regression averaging Support vector regression [DOI] 10.1016/j.ajic.2023.03.010 PMC 바로가기 [Article Type] Major Article
Evolving Drivers of Brazilian SARS‐CoV‐2 Transmission: A Spatiotemporally Disaggregated Time Series Analysis of Meteorology, Policy, and Human MobilityResearch Article Published on 2023-03-212024-09-05 Journal: GeoHealth [Category] update2024, [키워드] Brazil COVID‐19 Generalized additive model meteorology non‐pharmacological interventions pandemic [DOI] 10.1029/2022GH000727 PMC 바로가기 [Article Type] Research Article
Association between meteorological factors and the epidemics of influenza (sub)types in a subtropical basin of Southwest ChinaReview Published on 2022-12-012023-06-23 Journal: Epidemics [Category] 신종인플루엔자, [키워드] Generalized additive model Influenza subtype Meteorological factors Southwest China Subtropical basin region. [DOI] 10.1016/j.epidem.2022.100650 [Article Type] Review
A Statistical Non-Parametric data analysis for COVID-19 incidence dataArticle Published on 2022-11-012023-07-09 Journal: ISA transactions [Category] COVID19(2023년), [키워드] COVID-19 Generalized additive model India Population rural population temperature [DOI] 10.1016/j.isatra.2022.05.027 PMC 바로가기
Relationship between Meteorological and Air Quality Parameters and COVID-19 in Casablanca Region, MoroccoArticle Published on 2022-04-202023-07-09 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), [키워드] Air pollutants Air quality COVID-19 Generalized additive model Meteorological parameters Morocco time-series analysis [DOI] 10.3390/ijerph19094989 PMC 바로가기
Effects of daily mean temperature and other meteorological variables on bacillary dysentery in Beijing-Tianjin-Hebei region, China중국 베이징-톈진-허베이 지역에서 일일 평균 기온 및 기타 기상 변수의 세균성 이질에 대한 영향Article Published on 2022-03-192024-07-30 Journal: Environmental Health and Preventive Medicine [Category] 세균성이질, [키워드] bacillary dysentery Distributed lag non-linear model Generalized additive model Nonlinear and interaction effects [DOI] 10.1265/ehpm.21-00005 PMC 바로가기
Impacts of COVID-19 on Air Quality through Traffic ReductionArticle Published on 2022-02-022022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] Air quality analyzed appear caused changes in Concentration confirmed COVID-19 case COVID-19 declining Emissions examined expected Generalized additive model Impact improvement majority mechanism performed Prevent Quality reduced reduction in regression analysis Seoul social distancing Spread Traffic Volume [DOI] 10.3390/ijerph19031718 PMC 바로가기 [Article Type] Article
Calibrating COVID-19 susceptible-exposed-infected-removed models with time-varying effective contact ratesArticles Published on 2022-01-102022-10-28 Journal: Philosophical transactions. Series A, Mathematical [Category] Coronavirus, MERS, SARS, [키워드] Affect approach calibration Contact COVID-19 Differential equations effective epidemic modelling Generalized additive model Government group Infectious disease inversion methodology Reproduction number responses robust SEIR statistical susceptible-exposed-infected-removed the disease thin-plate splines [DOI] 10.1098/rsta.2021.0120 PMC 바로가기 [Article Type] Articles
The impact of air pollution on COVID-19 pandemic varied within different cities in South America using different modelsCOVID-19 전염병에 대한 대기 오염의 영향은 다양한 모델을 사용하여 남미의 여러 도시에서 다양했습니다.Article Published on 2022-01-012022-09-11 Journal: Environmental science and pollution research inter [Category] SARS, 치료기술, [키워드] Additive Model Air pollution Analysis association calculated combating conditions confirmed case confirmed cases correlation Correlation analysis country COVID-19 COVID-19 infection COVID-19 pandemic Daily Daily real-time population regeneration example FIVE Generalized Generalized additive model Health help independent variables linear Linear model Local Multiple Multiple linear regression negative correlation positive correlation practitioners regions Research rising selected South America Spearman spread of COVID-19 the epidemic [DOI] 10.1007/s11356-021-15508-8 PMC 바로가기 [Article Type] Article
Predicting COVID-19 mortality risk in Toronto, Canada: a comparison of tree-based and regression-based machine learning methodsResearch Published on 2021-11-272022-10-28 Journal: BMC Medical Research Methodology [Category] COVID-19, Fulltext, MERS, SARS, [키워드] Accuracy AUC calibration slope Canada Care characteristic Classification trees comparable COVID-19 COVID-19 mortality disease extreme Extreme gradient boosting Generalized additive model Health healthcare infected individual Linear Discriminant Analysis Logistic Logistic regression mortality risk offer positive predict Predictive Predictive model random repeated reported Result risk study population Toronto [DOI] 10.1186/s12874-021-01441-4 PMC 바로가기 [Article Type] Research