Bayesian – Page 5 – Communicable Diseases Research

COVID-19 pandemic in Saint Petersburg, Russia: Combining population-based serological study and surveillance data

러시아 상트페테르부르크의 COVID-19 범유행: 인구 기반 혈청 연구 및 감시 데이터 결합

Article

Published on 2022-06-152022-09-11
Journal: PLoS ONE [Category] COVID19(2023년), MERS, SARS, 변종, 진단, 치료기술,

[키워드] 95% CI accompanied accounted addition adjusted B.1.617.2 Bayesian blood sample Blood samples calculated Characteristics circulation Combination Combined conducted country Course COVID-19 COVID-19 pandemic COVID-19 tests death deaths declined Delta VOC disease spread enzyme enzyme-linked immunosorbent enzyme-linked immunosorbent assay estimate Evidence fatality Follow-up Genetic help history Hospitalised patients IFR independent individual Infection information Lineage measure mobile phones MOST pandemic participant performed predictor provide provided random random samples reached recruited reflected Registered remained reported Russia Saint Petersburg SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2 lineage SARS-CoV-2 surveillance SARS-CoV-2 variant serological serological survey seropositive Seroprevalence Spread spring Surveillance surveillance data Symptoms the SARS-CoV-2 to define total antibody unbiased estimate vaccination vaccine dose VoC
[DOI] 10.1371/journal.pone.0266945 PMC 바로가기 [Article Type] Article

The phylodynamics of SARS-CoV-2 during 2020 in Finland

Research

Published on 2022-06-102022-10-05
Journal: Communications Medicine [Category] 변종, 유전자 메커니즘,

I-SPY COVID adaptive platform trial for COVID-19 acute respiratory failure: rationale, design and operations

Randomized Controlled Trial

Published on 2022-06-062022-10-05
Journal: BMJ Open [Category] COVID19(2023년), SARS, 임상,

Estimating COVID-19 Hospitalizations in the United States With Surveillance Data Using a Bayesian Hierarchical Model: Modeling Study

Article

Published on 2022-06-022023-07-08
Journal: JMIR Public Health and Surveillance [Category] COVID19(2023년),

Treatment of severe COVID-19 patients with either low- or high-volume of convalescent plasma versus standard of care: A multicenter Bayesian randomized open-label clinical trial (COOP-COVID-19-MCTI)

Research article

Published on 2022-06-012022-10-05
Journal: The Lancet Regional Health - Americas [Category] 임상, 치료법,

[키워드] 95%CI acute lung injury allergic Analysis Antibody titer assigned Bayesian Bayesian framework benefit clinical benefits Clinical improvement clinical trial Combination conducted Controlled clinical trial convalescent plasma COVID-19 COVID-19 progression death Efficacy and safety eligible enrolled evaluate experimental group finding funding hospital hospitalized patient hospitals Innovation intention-to-treat population Interim interquartile range intravenous mean difference median titer Mild multicenter neutralizing antibody no evidence of Open-label Patient performed Plasma transfusion positive RT-PCR Prevent Primary outcome randomization Randomized randomized trial Randomly receive Registered SARS-CoV-2 SARS-CoV2 Science Severe case severe COVID-19 severe COVID-19 patient SOC Standard of care stratified Supportive treatment symptom onset technology the WHO Treatment Volume
[DOI] 10.1016/j.lana.2022.100216 [Article Type] Research article

Seroprevalence of the SARS-CoV-2 antibody in healthcare workers: a multicentre cross-sectional study in 10 Colombian cities

의료 종사자에서 SARS-CoV-2 항체의 혈청 유병률: 콜롬비아 10개 도시의 다기관 단면 연구

Multicenter Study

Published on 2022-06-012022-09-12
Journal: Occupational and environmental medicine [Category] COVID19(2023년), MERS, SARS, 진단,

Spatio-temporal Object-Oriented Bayesian Network modelling of the COVID-19 Italian outbreak data

Research article

Published on 2022-06-012022-10-05
Journal: Spatial Statistics [Category] 유전자 메커니즘,

[키워드] approach Bayesian component COVID-19 COVID-19 Italian outbreak COVID-19 outbreak deaths Epidemic incidence rate intensive care unit Italian Italy network Object-Oriented Bayesian Network occupancy rate outbreak Spatial correlation Support Time series variables
[DOI] 10.1016/j.spasta.2021.100529 [Article Type] Research article

Estimating the course of the COVID-19 pandemic in Germany via spline-based hierarchical modelling of death counts

Research

Published on 2022-06-012022-10-05
Journal: Scientific Reports [Category] COVID19(2023년), SARS, 진단, 치료기술,

Time-series analysis of multidimensional clinical-laboratory data by dynamic Bayesian networks reveals trajectories of COVID-19 outcomes

Research article

Published on 2022-06-012022-10-05
Journal: Computer methods and programs in biomedicine [Category] COVID19(2023년), SARS, 바이오마커,

[키워드] Admission Analysis applied Asymptomatic bacterial superinfection Bayesian Bayesian network cardiac damage Care case sery change clinical clinical condition collected conditions COVID-19 COVID-19 severity D-dimer level D-dimer levels Data analysis death demographics deteriorate died Dynamic Bayesian network Dynamic time warping expected Graphical model Hospital stay hospitalised In-hospital intensive care Italy kidney dysfunction Laboratory marker Mortality Most patient multidimensional objective outcome outcomes pathway Patient Probability procalcitonin raise Respiratory function Result retrospective reveal risk factor selected subsequent the patient those who survived thrombotic trajectory university variable variables worsening
[DOI] 10.1016/j.cmpb.2022.106873 [Article Type] Research article

Decision support analysis for risk identification and control of patients affected by COVID-19 based on Bayesian Networks

Research article

Published on 2022-06-012022-10-05
Journal: Sensors (Basel, Switzerland) [Category] 바이오마커,