Bayesian – Page 17 – Communicable Diseases Research

Learning-to-augment strategy using noisy and denoised data: Improving generalizability of deep CNN for the detection of COVID-19 in X-ray images

노이즈 및 노이즈 제거 데이터를 사용한 학습-증강 전략: X선 이미지에서 COVID-19 감지를 위한 심층 CNN의 일반화 개선

Article

Published on 2021-09-012022-09-11
Journal: Computers in biology and medicine [Category] SARS, 변종, 치료기술,

Population seroprevalence of SARS-CoV-2 antibodies in Anambra State, South-East, Nigeria

나이지리아 남동부 아남브라 주에서 SARS-CoV-2 항체의 집단 혈청 유병률

Article

Published on 2021-09-012022-09-12
Journal: International Journal of Infectious Diseases [Category] SARS, 진단,

Exploration of hosts and transmission traits for SARS-CoV-2 based on the k-mer natural vector

Article

Published on 2021-09-012023-06-22
Journal: Infection, genetics and evolution : journal of mol [Category] 조류인플루엔자,

[키워드] Bayesian cross-species intermediate host K-mer model Phylogenetic analysis
[DOI] 10.1016/j.meegid.2021.104933 PMC 바로가기

A Statistical Model to Assess Risk for Supporting COVID-19 Quarantine Decisions

Article

Published on 2021-08-312022-10-30
Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, SARS,

The association between mechanical ventilator compatible bed occupancy and mortality risk in intensive care patients with COVID-19: a national retrospective cohort study

Observational Study

Published on 2021-08-302022-10-04
Journal: BMC Medicine [Category] MERS, SARS, 임상,

[키워드] adjusted Adjusting Admission admitted to ICU age all-cause mortality approach association baseline Bayesian Characteristics Comorbidity complex Coronavirus infection COVID-19 criteria Critical care demographic characteristics Deprivation determine diabetes disease England English Factor Factors group Hierarchical highlight hospital Hospital mortality hypertension ICU Immunosuppression In-hospital Increasing individual intensive care patient intensive care unit Liver disease mechanical ventilation mechanical ventilator mitigate Mortality mortality rate mortality risk National Neurological disease obesity Observational cohort study Patient public health surveillance quality of healthcare recorded reflect renal required Research resource Respiratory disease Result retrospective retrospective cohort study Sex study inclusion submitted supplementary material Surveillance was used
[DOI] 10.1186/s12916-021-02096-0 PMC 바로가기 [Article Type] Observational Study

Therapeutic Anticoagulation with Heparin in Noncritically Ill Patients with Covid-19

Randomized Controlled Trial

Published on 2021-08-262022-10-05
Journal: The New England Journal of Medicine [Category] Fulltext, MERS, 임상,

[키워드] absence ACTIV-4a adaptive adjusted adjusted odds ratio Analysis anticoagulation assigned baseline Bayesian bleeding Cohort Complication contribute Controlled trial coronavirus disease criteria Critical Critically ill defined Enrollment evaluated Final heparin hospital discharge Hospitalized Ill ill patient IMPROVE In-hospital death Inflammation initial Major occurred Open-label organ organ support outcome Patient patients who survived Primary outcome Probability probability of survival randomly assigned patient receive receiving reduced regimen REMAP-CAP risk of death statistical model survival the patient Thromboprophylaxis Trial
[DOI] 10.1056/NEJMoa2105911 PMC 바로가기 [Article Type] Randomized Controlled Trial

Low Seroprevalence of SARS-CoV-2 in Rhode Island blood donors during may 2020 as determined using multiple serological assay formats

2020 년 5 월에로드 아일랜드 헌혈자에서 SARS-COV-2의 낮은 혈청 유병률

Research Article

Published on 2021-08-252022-09-01
Journal: BMC Infectious Diseases [Category] MERS, SARS, 진단, 치료기술,

[키워드] acute respiratory syndrome adjust antibody Antibody testing Bayesian blood donor Blood donors coronavirus coronavirus disease COVID-19 Daily detect disease ELISA assay ELISA assays ELISAs enzyme enzyme-linked immunosorbent assay enzyme-linked immunosorbent assays estimates Health Policies IgG IMPROVE Infection kinetic lateral flow immunoassay Lateral flow immunoassays pandemic peaked populations positively correlated Precision progression public health random respiratory Result Rhode Island SARS-CoV-2 Sensitivity and specificity Seroconversion Serological assay serological test Serological tests serology seropositive seropositive individual seropositive individuals Seroprevalence Severe acute respiratory syndrome statistical These data widespread
[DOI] 10.1186/s12879-021-06438-4 PMC 바로가기 [Article Type] Research Article

A Modeling Study on Vaccination and Spread of SARS-CoV-2 Variants in Italy

Article

Published on 2021-08-172022-10-28
Journal: Vaccines [Category] COVID-19,

Using mobility data in the design of optimal lockdown strategies for the COVID-19 pandemic

Research Article

Published on 2021-08-122022-10-28
Journal: PLoS Computational Biology [Category] COVID-19, MERS, SARS,

Census Tract Patterns and Contextual Social Determinants of Health Associated With COVID-19 in a Hispanic Population From South Texas: A Spatiotemporal Perspective

Original Paper

Published on 2021-08-052022-10-31
Journal: JMIR Public Health and Surveillance [Category] COVID-19, MERS, SARS,

[키워드] 95% CI adopted age Analysis assist association Bayesian binary variable Care carried census chronic conditions Confirmed contributed COVID-19 COVID-19 case COVID-19 incidence creating demographics determinant Effect English Factor granular groups Health Health inequity Hispanic identify implementation incidence interval investigated knowledge Local local public health Lower magnitude measure Mortality objective pattern performed Population Prevalence previous study reported Result risk risk of COVID-19 shown social determinant social determinants of health social environment South spatial pattern spatiotemporal subgroups survey the United State tract underserved population Vaccine was performed was reduced was related with COVID-19
[DOI] 10.2196/29205 PMC 바로가기 [Article Type] Original Paper