Model-based forecasting for Canadian COVID-19 dataResearch Article Published on 2021-01-192022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] affected assumption build Canada complement conducted confirmed case country COVID-19 COVID-19 pandemic deaths expected finding helping Infection New York number of infected offer pandemic prediction Predictive model public health Research STAR trajectory USA Variability WHO World Health Organization [DOI] 10.1371/journal.pone.0244536 PMC 바로가기 [Article Type] Research Article
A Predictive Model and Risk Factors for Case Fatality of COVID-19Article Published on 2021-01-082022-10-30 Journal: Journal of Personalized Medicine [Category] COVID-19, [키워드] Admission affected age Analysis analyzed Asturia C-reactive protein Care carried Clinical management collected community transmission Comorbidity coronavirus disease COVID-19 CRP death diagnosed with COVID-19 died Europe Factor Follow-up Health highest hospital hospitalized patient ICU ICU admission intensive care leukocyte medical record Medical resources Model outcome oxygen saturation Patient Predictive Predictive model recorded Regression model Resilience retrospective cohort study risk RT-qPCR variable variables [DOI] 10.3390/jpm11010036 PMC 바로가기 [Article Type] Article
The InterPro protein families and domains database: 20 years onAcademicSubjects/SCI00010 Published on 2021-01-082022-10-31 Journal: Nucleic Acids Research [Category] Coronavirus, [키워드] API comprehensive resource conserved database descriptions domain Gene ontology identify improvement information nucleic acid Predictive model Protein protein sequence provide provided representing resource REST searched sequence signature website [DOI] 10.1093/nar/gkaa977 PMC 바로가기 [Article Type] AcademicSubjects/SCI00010
Development of a Predictive Model for Mortality in Hospitalized Patients With COVID-19Original Research Published on 2021-01-082022-10-31 Journal: Disaster Medicine and Public Health Preparedness [Category] COVID-19, MERS, [키워드] 95% confidence interval Accuracy Admission Analysis assessment AUC Clinical characteristics COVID-19 development diabete disease enrolled facilitate failure greater high mortality In-hospital death indicated lactate dehydrogenase Logistic Model Mortality multivariable multivariable analysis multivariable logistic regression nonsurvivor nonsurvivors novel corona virus Odds ratio outcome Patient patients with COVID-19 Predictive model Retrospective study risk risk factor Risk factors selected survivor Survivors were used [DOI] 10.1017/dmp.2021.8 PMC 바로가기 [Article Type] Original Research
Simple predictive models identify patients with COVID-19 pneumonia and poor prognosisResearch Article Published on 2020-12-282022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] adjusted Admission age Barcelona baseline benefit calibration change Chest COVID-19 COVID-19 patient cut-off disease exhibited ferritin Follow-up hazard hospitalized patients identification identify IL-6 immunosuppressive inflammatory parameter Intensive male management Negative predictive value obesity Patient patients with COVID-19 Platelet Pneumonia poor prognosis Predictive Predictive model Replication required Result risk ROC SARS-CoV-2-infected patient severity simple specificity SpO2/FiO2 the patient therapy was performed [DOI] 10.1371/journal.pone.0244627 PMC 바로가기 [Article Type] Research Article
Comparison of in-hospital mortality risk prediction models from COVID-19Research Article Published on 2020-12-282022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] 95% CI 95% confidence interval Accuracy Affair age applicability Area AUC AUC value calibrated Cohort Comorbidities coronavirus disease COVID-19 disease evaluate examined external validation goodness-of-fit test hospital hospitalized patient hyperlipidemia in-hospital mortality Mortality no significant difference objective outcome outcome measure Patient patients hospitalized Predictive Predictive model predictive models prognostic prognostic model Result risk ROC study cohort study period unique used data veteran warehouse were used with COVID-19 [DOI] 10.1371/journal.pone.0244629 PMC 바로가기 [Article Type] Research Article
Early epidemiological indicators, outcomes, and interventions of COVID-19 pandemic: A systematic reviewResearch Theme 1: COVID-19 Pandemic Published on 2020-12-152022-10-31 Journal: Journal of Global Health [Category] COVID-19, MERS, SARS, [키워드] acute respiratory distress admitted to ICU affected approach calculate calculated cardiac complication cardiovascular disease Care center CFR Characteristics China collected common Complication country COVID-19 death rate deaths described Diabetes Mellitus doubling epidemiological evaluate fatality Fatality rate Government growth Health help hypertension implementation Infection infection rate Intervention Iran Italy lockdown measure mitigate mortality rate observational study occurred outbreak outcomes pandemic Patient patients patients died Pearson correlation percentage Pneumonia predicted Predictive model Prevalence prevalent protocol regression models required resources responsible Result second wave Septic shock smoking South Korea Spain spread of COVID-19 syndrome systematic review the disease Ventilation was performed [DOI] 10.7189/jogh.10.020506 PMC 바로가기 [Article Type] Research Theme 1: COVID-19 Pandemic
Sequential Data Assimilation of the Stochastic SEIR Epidemic Model for Regional COVID-19 DynamicsMethods Published on 2020-12-082022-10-28 Journal: Bulletin of Mathematical Biology [Category] Coronavirus, MERS, SARS, [키워드] assimilation containment strategies country COVID-19 disease incidence Dynamics Ensemble Kalman filter Epidemic explain help heterogeneity hidden individual limit Model outbreak Pandemics peaking Predictive model question raise Regional response SEIR Sequential data assimilation Standard stochastic Stochastic epidemic model supplementary material symptom onset [DOI] 10.1007/s11538-020-00834-8 PMC 바로가기 [Article Type] Methods
Which role for chest x-ray score in predicting the outcome in COVID-19 pneumonia?Chest Published on 2020-12-022022-10-31 Journal: European Radiology [Category] COVID-19, MERS, SARS, [키워드] Admission age AUC Chest chest X-ray correlated COVID-19 COVID-19 patient Cox proportional hazard CXR death Deceased died discharge discharged discharged patient disease severity entire cohort Gender had more highest Hospitalization inclusion criteria indicated IQR Logistic regression lowest lung involvement male median objective outcome Patient Point Predictive Predictive model Prognosis prognostic model Prognostic value Registered reported Result Retrospective study scoring system semi-quantitative severe acute respiratory syndrome coronavirus 2 significantly significantly higher Support Symptoms worsening x-rays [DOI] 10.1007/s00330-020-07504-2 PMC 바로가기 [Article Type] Chest
Ten Epidemiological Parameters of COVID-19: Use of Rapid Literature Review to Inform Predictive Models During the PandemicPublic Health Published on 2020-12-012022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, SARS, [키워드] basic reproduction number caused conducted coronavirus disease Coronavirus infections COVID-19 data extraction eligibility epidemiological Evidence homogeneity Hospitalization information literature methodological Methods Model models parameter parameters Predictive model protocol public health Rapid review statistical Support the median Transmission Variation virus [DOI] 10.3389/fpubh.2020.598547 PMC 바로가기 [Article Type] Public Health