Namilumab or infliximab compared with standard of care in hospitalised patients with COVID-19 (CATALYST): a randomised, multicentre, multi-arm, multistage, open-label, adaptive, phase 2, proof-of-concept trial입원한 COVID-19 환자의 표준 치료와 비교한 나밀루맙 또는 인플릭시맙(CATALYST): 무작위, 다기관, 다군, 다단계, 공개 라벨, 적응형, 2상, 개념 증명 시험Clinical Trial Published on 2022-03-012022-09-12 Journal: The Lancet. Respiratory Medicine [Category] Fulltext, SARS, 임상, 진단, [키워드] 95% CI adaptive adverse event analysed assigned Bayesian C-reactive protein (CRP Care colony stimulating factor Complete Concentration COVID-19 CRP Efficacy enrolled Evidence FIVE greater hospital hospitalised patient Inflammation inhibitor intensive care Interaction Intervention intravenous dose investigator ISRCTN Medical Research Council multi-arm multicentre Necrosis nine occurred Open-label outcome parallel-group participant Patient Phase 3 trials Pneumonia point estimate primary endpoint Primary outcome Probability randomised Randomly recruited reducing reduction in Registered screened Standard of care stratified treatment allocation Trial usual care usual care alone usual care group with COVID-19 [DOI] 10.1016/S2213-2600(21)00460-4 PMC 바로가기 [Article Type] Clinical Trial
Risk mapping of highly pathogenic avian influenza H5 during 2012-2017 in Taiwan with spatial bayesian modelling: Implications for surveillance and control policiesArticle Published on 2022-03-012023-06-02 Journal: Transboundary and emerging diseases [Category] 조류인플루엔자, [키워드] Avian Influenza Bayesian HPAI Risk factors Spatial analyses Surveillance Taiwan [DOI] 10.1111/tbed.13991
Bayesian-based optimized deep learning model to detect COVID-19 patients using chest X-ray image data흉부 X선 영상 데이터를 이용한 코로나19 환자 검출을 위한 베이지안 기반 최적화 딥러닝 모델Article Published on 2022-03-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy Analysis artefact artificial artificial intelligence assist Bayesian Bayesian optimization changed chest X-ray Chest X-ray image Chest X-ray images CNN components Convolutional neural network coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 patient Critical dataset deep deep learning detect domain domains Features globe Image image classification intelligence learning optimization provided recent Recognition Research Research question researchers shown suggested variety [DOI] 10.1016/j.compbiomed.2022.105213 PMC 바로가기 [Article Type] Article
COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian OptimizationReview article Published on 2022-03-012022-10-05 Journal: Computers in biology and medicine [Category] SARS, 변종, 치료기술, [키워드] Accuracy addition Algorithm Algorithms applied artificial automatically Bayesian Bayesian optimization Chest CNN Computed tomography Convolutional neural networks coronavirus COVID-19 COVID-19 diagnosis COVID-19 pandemic COVID-19 test decision diagnosis of COVID-19 died feature FIVE highest Infection lung machine learning MCC Naive Baye negatively affected network Neural optimization outbreak performed Prevent problem quarantine Radiography RT-PCR test Spread support vector machine SVM the disease tree Wuhan X-ray [DOI] 10.1016/j.compbiomed.2022.105244 [Article Type] Review article
College reopening and community spread of COVID-19 in the United StatesObservational Study Published on 2022-03-012022-10-04 Journal: Public health [Category] 임상, [키워드] approach approaches association Bayesian Bayesian Structural Time Series college Community community transmission conducted COVID-19 COVID-19 case COVID-19 outbreak COVID-19 transmission Effect effort evaluated Frame higher education increase increase in lockdown moderate outcome performed positive Predictive public health retrospective School school closure School reopening Sery significantly spread of COVID-19 the United State the vaccine time US counties. [DOI] 10.1016/j.puhe.2022.01.001 PMC 바로가기 [Article Type] Observational Study
Association of Poor Mental-Health Days With COVID-19 Infection Rates in the U.S.Research article Published on 2022-03-012022-10-05 Journal: American journal of preventive medicine [Category] SARS, 바이오마커, [키워드] adjusted association average Bayesian change Community conducted confirmed case covariates COVID-19 COVID-19 infection COVID-19 infections cumulative Day Depression Evidence Factor General population IMPROVE Limited mental health mental health problems Poor poor mental health Prevalence problem Rate reported Result significantly Stress subsequent System was tested with COVID-19 [DOI] 10.1016/j.amepre.2021.08.032 [Article Type] Research article
Mortality Rates Among Hospitalized Patients With COVID-19 Infection Treated With Tocilizumab and Corticosteroids A Bayesian Reanalysis of a Previous Meta-analysis토실리주맙 및 코르티코스테로이드로 치료받은 COVID-19 감염 입원 환자의 사망률 이전 메타 분석의 베이지안 재분석Meta-Analysis Published on 2022-02-282022-09-12 Journal: JAMA Network Open [Category] MERS, 진단, [키워드] age all-cause mortality Analysis association Bayesian Bayesian methods benefit Can Care clinically concerning Corticosteroid Corticosteroids country COVID-19 credible interval CrI distributions evaluate evaluated finding Future greater Health Organization Hierarchical hospitalized patient hospitalized patients Importance IMV interval Invasive mechanical ventilation magnitude measure men Meta-analysis Mortality mortality risk NIV Noninvasive ventilation objective Odds ratio oxygen oxygen only participant Patient patients with COVID-19 Placebo Point posterior probability Probability randomization Randomized randomized clinical trial Rate receiving reduced Relevance Research Respiratory Support Result risk risk difference robustness setting subgroup subgroups survival the WHO Tocilizumab treated treatment with tocilizumab Trial usual care was performed WHO with COVID-19 World Health Organization [DOI] 10.1001/jamanetworkopen.2022.0548 PMC 바로가기 [Article Type] Meta-Analysis
The COVID-19 wave in Belgium during the Fall of 2020 and its association with higher educationResearch Article Published on 2022-02-252022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] age association Bayesian Belgium circulation Community COVID-19 COVID-19 case COVID-19 incidence COVID-19 mitigation declined exacerbate group heterogeneity Infection morbidity and mortality occurred outcome Poisson model Population prevalent Region SARS-CoV-2 socio-demographic spread of COVID-19 underlying condition virus transmission [DOI] 10.1371/journal.pone.0264516 PMC 바로가기 [Article Type] Research Article
Multi-level policy responses to tackle socioeconomic inequalities in the incidence of COVID-19 in a European urban areaResearch Published on 2022-02-192022-10-29 Journal: International journal for equity in health [Category] Coronavirus, COVID19(2023년), MERS, SARS, [키워드] adjusted Barcelona Bayesian calculated collected Community condition Coverage COVID-19 COVID-19 cases COVID-19 incidence cumulative described European evaluate FIVE group Health Hierarchical incidence incidence of COVID-19 individuals with COVID-19 inequalities Intervention men pandemic populations public health public policies response responses Result risk second wave selected Sex Spain Support urban areas vaccination Variation variety women [DOI] 10.1186/s12939-022-01628-1 PMC 바로가기 [Article Type] Research
Purifying Selection Determines the Short-Term Time Dependency of Evolutionary Rates in SARS-CoV-2 and pH1N1 InfluenzaDiscoveries Published on 2022-02-172022-10-29 Journal: Molecular Biology and Evolution [Category] COVID-19, COVID19(2023년), MERS, SARS, 신종인플루엔자, [키워드] Accuracy Affect Analysis Bayesian both viruses clock rate correlated Course dependency elevated estimates evolutionary dynamics Evolutionary rate Genome sequencing growth growth rate H1N1 High-throughput sequencing infectious disease outbreak Influenza Logistic molecular molecular clock observation pandemic Pandemics parameter parameters pathogen Phylogenetic provide Purifying purifying selection Rate SARS-CoV-2 Selection sequence substitution rate the mean time time dependency timespan [DOI] 10.1093/molbev/msac009 PMC 바로가기 [Article Type] Discoveries