Gaussian process emulation to improve efficiency of computationally intensive multidisease models: a practical tutorial with adaptable R codeResearch Published on 2024-01-272024-09-05 Journal: BMC Med Res Methodol [Category] update2024, [키워드] Bayesian analysis Depression Emulation Gaussian process HIV hypertension tutorial [DOI] 10.1186/s12874-024-02149-x PMC 바로가기 [Article Type] Research
A regional genomic surveillance program is implemented to monitor the occurrence and emergence of SARS-CoV-2 variants in Yubei District, ChinaResearch Published on 2024-01-082024-09-05 Journal: Virology Journal [Category] update2024, [키워드] Bayesian analysis Epidemiology Genomic surveillance phylogenetics SARS-CoV-2 Whole genome amplicon sequencing YuBei [DOI] 10.1186/s12985-023-02279-6 PMC 바로가기 [Article Type] Research
A Bayesian spatio-temporal framework to assess the effect of seasonal malaria chemoprevention on children under 5 years in Cameroon from 2016 to 2021 using routine data일상적인 데이터를 사용하여 2016년부터 2021년까지 카메룬에서 5세 미만 어린이에 대한 계절성 말라리아 화학 예방 효과를 평가하기 위한 베이지안 시공간 프레임워크Article Published on 2023-11-112024-07-29 Journal: Malaria Journal [Category] 말라리아, [키워드] Bayesian analysis Cameroon Chemoprevention malaria seasonal Temporal series [DOI] 10.1186/s12936-023-04677-1 PMC 바로가기
Depression at the intersection of race/ethnicity, sex/gender, and sexual orientation in a nationally representative sample of US adults: A design-weighted MAIHDAArticle Published on 2023-04-172024-09-05 Journal: medRxiv [Category] update2024, [키워드] Adult Bayesian analysis Depression Gender Intersectional Framework multilevel analysis Prevalence race Sex sexual minorities sexual orientation United States [DOI] 10.1101/2023.04.13.23288529 PMC 바로가기 [Article Type] Article
Oxygenation thresholds for invasive ventilation in hypoxemic respiratory failure: a target trial emulation in two cohortsarticle Published on 2023-02-222024-09-05 Journal: Critical Care [Category] update2024, [키워드] Bayesian analysis Hypoxemic respiratory failure Intensive care medicine mechanical ventilation Noninvasive ventilation Statistical methods Target trial emulation Thresholds for invasive ventilation [DOI] 10.1186/s13054-023-04307-x PMC 바로가기 [Article Type] article
Seroprevalence of SARS-CoV-2 on health professionals via Bayesian estimation: a Brazilian case study before and after vaccines베이지안 추정을 통한 의료 전문가에 대한 SARS-CoV-2의 혈청 유병률: 백신 전후의 브라질 사례 연구Article Published on 2022-09-012022-09-12 Journal: Acta tropica [Category] COVID19(2023년), MERS, SARS, 진단, [키워드] age analyzed Antibody test available data Bayesian Bayesian analysis Bayesian inference Brazil Characteristics conducted COVID-19 COVID-19 infection databases ELISA Europe Health IgA IgG IgG antibody increase in information knowledge Local Metrics multiple scenario Older pandemic Population presence of comorbidity professional provided regions SARS-CoV-2 SARS-CoV-2 antibody Scientific community sensitivity Serological diagnosis Seroprevalence Sex specificity Stratification study population subject Support the median USA vaccination Vaccine [DOI] 10.1016/j.actatropica.2022.106551 PMC 바로가기 [Article Type] Article
Exploring the risk factors of COVID-19 Delta variant in the United States based on Bayesian spatio-temporal analysisArticle Published on 2022-09-012022-11-16 Journal: Transboundary and emerging diseases [Category] COVID19(2023년), SARS, 변종, [키워드] Analysis Bayesian Bayesian analysis Cluster coefficient collected contagious contribute coronavirus covariate COVID-19 COVID-19 variant cases delta variant develop Effect Epidemic Factor flexible genetic mutation Government group help heterogeneity Hierarchical identify independent variables measure Region risk factor Risk factors SARS-CoV-2 selected space-time model spatial clusters Spread statistical the United State Transmission variable selection variant worsened [DOI] 10.1111/tbed.14623 PMC 바로가기
The ongoing effects of the COVID-19 pandemic on perceived physical activity, physical function and mood of older adults in the U.K: A follow-up study (March 2020-June 2021)COVID-19 대유행이 영국 노인의 인지된 신체 활동, 신체 기능 및 기분에 미치는 지속적인 영향: 후속 연구(2020년 3월-2021년 6월)Observational Study Published on 2022-08-012022-09-11 Journal: Experimental gerontology [Category] 변종, 임상, [키워드] Bayesian analysis calculation clinically conducted COVID-19 COVID-19 pandemic decrease Effect effort female Follow-up follow-up study impacted intensity interval knowledge male margin MONITOR mood observational study Older older adult Older adults participant pattern physical physical activity physical activity level physical activity levels Probability reflected Spread United Kingdom variants wild-type virus Wuhan Wuhan, China [DOI] 10.1016/j.exger.2022.111838 PMC 바로가기 [Article Type] Observational Study
Prophylaxis in healthcare workers during a pandemic: a model for a multi-centre international randomised controlled trial using Bayesian analysesRandomized Controlled Trial Published on 2022-06-272022-10-05 Journal: Trials [Category] COVID19(2023년), SARS, 임상, [키워드] acid acquisition acute respiratory syndrome adaptive Admission Analysis Bayesian Bayesian analysis Bayesian method coronavirus Coronavirus disease 2019 COVID-19 COVID-19 case determine Effect effective Efficacy expected fixed Follow-up futility greater had no hazard ratio HCQ HCW healthcare worker hospitalisation Hydroxychloroquine imperative Infection intensive care International Intervention Ireland less log mechanical ventilation Mortality multicentre New occur occurred Open-label outcome pandemic Pandemics parallel-group participant Pathogens posterior probability Pragmatic primary endpoint proceed Prophylactic Prophylaxis randomised randomised controlled trial RCT recruitment reducing reduction in risk Sample size SARS-CoV-2 SARS-COV-2 infection secondary shown Stopping Treatment Trial Trial registration variable [DOI] 10.1186/s13063-022-06402-w PMC 바로가기 [Article Type] Randomized Controlled Trial
Vaccine effectiveness against onward transmission of SARS-CoV2-infection by variant of concern and time since vaccination, Belgian contact tracing, 2021우려의 변종 및 예방 접종 이후 시간에 따른 SARS-CoV2 감염의 전파에 대한 백신 효과, 벨기에 접촉 추적, 2021Article Published on 2022-05-112022-09-11 Journal: Vaccine [Category] COVID19(2023년), SARS, 변종, [키워드] Ad26 Ad26.COV2.S adjusted affected age Alpha Bayesian Bayesian analysis BNT162b2 ChAdOx1 Characteristics Complete Contact Contact tracing Course COVID19 decrease Delta Effectiveness faster household hybrid Immunity IMPROVE increase in Infection infectiousness initial less mRNA mRNA-1273 mRNA-vaccines Older onward transmission reduced replacement SARS-CoV2 Sex susceptibility Transmission vaccination Vaccine vaccine effectiveness Vaccine-induced immunity Vaccines variant Viral vector Viral vector vaccines VoC waned [DOI] 10.1016/j.vaccine.2022.04.025 PMC 바로가기 [Article Type] Article