Assessment of the Performance Consistency of an Adverse Outcome Prediction Tool for Patients Hospitalized With COVID-19Research Published on 2021-07-272022-10-29 Journal: JAMA Network Open [Category] Coronavirus, SARS, [키워드] Adverse applied assessment Consistency COVID-19 COVID-19 severity pandemic performance prediction prognostic second wave [DOI] 10.1001/jamanetworkopen.2021.18413 PMC 바로가기 [Article Type] Research
Evaluation of a Parsimonious COVID-19 Outbreak Prediction Model: Heuristic Modeling Approach Using Publicly Available Data SetsOriginal Paper Published on 2021-07-262022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] Accuracy affected approach baseline changed Community complex coronavirus COVID-19 COVID-19 case COVID-19 pandemic cumulative current data set develop disease spread emerging outbreak equipment evaluate Generalizability gold standard help Heuristic hospital lockdown management methodology mitigate modeling modeling disease outbreak objective offer outbreak per day Personal protective equipment populations Precision Precision public health predict prediction Predictive Predictive modeling provide public health recorded Region regions reported resource Result risk risk of COVID-19 robust sensitivity specificity Spread tested the mean [DOI] 10.2196/28812 PMC 바로가기 [Article Type] Original Paper
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published modelsResearch Published on 2021-07-242022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] COVID-19, [키워드] AUC average China Chinese patients clinical decision Clinical outcome clinician Cohort Concordance COVID-19 evaluated feature Generalizability healthcare help Hospitalization hospitalized COVID-19 patient hospitalized COVID-19 patients ICU admission implementation information Inpatient lab literature review Local Model generalizability Mortality operator organization outcome pandemic Patient patients performed predict predicted prediction produced provided ranged Result searched selected Seven statistical model Support tested treating COVID-19 patient variables with COVID-19 [DOI] 10.1186/s12911-021-01576-w PMC 바로가기 [Article Type] Research
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published modelsResearch Published on 2021-07-242022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] Coronavirus, COVID-19, SARS, [키워드] AUC average China Chinese patients clinical decision Clinical outcome clinician Cohort Concordance COVID-19 evaluated feature Generalizability healthcare help Hospitalization hospitalized COVID-19 patient hospitalized COVID-19 patients ICU admission implementation information Inpatient lab literature review Local Model generalizability Mortality operator organization outcome pandemic Patient patients performed predict predicted prediction produced provided ranged Result searched selected Seven statistical model Support tested treating COVID-19 patient variables with COVID-19 [DOI] 10.1186/s12911-021-01576-w PMC 바로가기 [Article Type] Research
The Global Interest in Vaccines and Its Prediction and Perspectives in the Era of COVID-19. Real-Time Surveillance Using Google Trends코로나19 시대 백신에 대한 세계적 관심과 예측과 전망. Google 트렌드를 사용한 실시간 감시Article Published on 2021-07-242022-09-10 Journal: International Journal of Environmental Research an [Category] SARS, 치료기술, [키워드] Analysis analyzed ARIMA BCG bcg vaccine best component conducted Correlation analysis Course COVID-19 COVID-19 pandemic COVID-19 vaccine decrease detectable FIVE flu flu vaccine Forecasting Frame Google Google Trends growth HPV HPV vaccine include interest life Linear model Multiple pandemic pneumococcal pneumococcal disease pneumococcal vaccine polio Polio vaccine prediction provided Smoothing Space state Time frame trend vaccination programs Vaccine Vaccines was performed [DOI] 10.3390/ijerph18157841 PMC 바로가기 [Article Type] Article
Prediction of COVID-19 deterioration in high-risk patients at diagnosis: an early warning score for advanced COVID-19 developed by machine learningOriginal Paper Published on 2021-07-192022-10-29 Journal: Infection [Category] COVID-19, COVID19(2023년), SARS, [키워드] Acute kidney injury Advanced stage age AUC baseline body mass index clinical Complicated stage Contact COVID-19 CRP dataset Deterioration Diagnosis Dyspnea Early warning score European high-risk patient Hospitalization identifying Inflammation LDH LEOSS lymphocyte counts machine learning medical intervention Mild multicenter oxygen saturation parameter Patient patients prediction Predictive Predictive model pulmonary involvement Result risk SARS-CoV-2 SARS-CoV-2 positive patient score selected smoking supplementary material survey temperature training dataset translated Treatment validation cohort variable variables were used while [DOI] 10.1007/s15010-021-01656-z PMC 바로가기 [Article Type] Original Paper
Bioinformatics Prediction of SARS-CoV-2 Epitopes as Vaccine Candidates for the Colombian PopulationArticle Published on 2021-07-172022-10-28 Journal: Vaccines [Category] COVID-19, [키워드] allele Analysis Antigen AutoDock binding candidate caused CD4 CD8 coronavirus SARS-CoV-2 country Coverage COVID-19 death disease epitope global public health HLA identify immune response Immuno-informatics immunogenicity in silico include Infection Interaction leukocyte molecular docking NetMHCpan pandemic peptide performed Population predicted prediction promote Protein SARS-CoV-2 SARS-CoV-2 epitope Severe acute respiratory syndrome T-cell epitope Toxicity Vaccine design virus [DOI] 10.3390/vaccines9070797 PMC 바로가기 [Article Type] Article
Prediction of 28-day mortality in critically ill patients with COVID-19: Development and internal validation of a clinical prediction modelResearch Article Published on 2021-07-132022-10-28 Journal: PLoS ONE [Category] COVID-19, [키워드] 28-day mortality Admission admitted to ICU age bootstrap C-statistic Cohort Comorbidity COVID-19 COVID-19 pandemic COVID-19 patient COVID-19 patients critical COVID-19 patients Critically ill Critically ill patient death develop development diabete diagnosis of SARS-CoV-2 died disease evaluate evaluated expected Factors Hospitalization ICU admission ICUs independent predictor intensive care unit internal IQR Laboratory mandatory material Mortality multivariable multivariable Cox regression multivariable model obesity PaO paO2/fiO2 Patient Pneumonia prediction Predictive Probability procalcitonin prognostic model required Result SOFA SOFA score the median variables was performed [DOI] 10.1371/journal.pone.0254550 PMC 바로가기 [Article Type] Research Article
Critically Ill vs . Non-Critically Ill Patients With COVID-19 Pneumonia: Clinical Features, Laboratory Findings, and PredictionCellular and Infection Microbiology Published on 2021-07-132022-10-31 Journal: Frontiers in Cellular and Infection Microbiology [Category] COVID-19, MERS, SARS, [키워드] Admission clinical clinical feature collected cough COVID-19 Critical Critically ill demographic died discharge rate disease severity Dyspnoea exhibiting greater hospital Hospital admission Hospitalization identify Ill Infection interleukin-6 Laboratory laboratory data laboratory parameter Mortality non-critically ill patients objective older patient parameter Patient Pneumonia prediction predictor Result severity the disease [DOI] 10.3389/fcimb.2021.550456 PMC 바로가기 [Article Type] Cellular and Infection Microbiology
Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection Among US Adults Using Data From the US National COVID Cohort CollaborativeResearch Published on 2021-07-132022-10-29 Journal: JAMA Network Open [Category] COVID-19, SARS, [키워드] 24 hour 95% CI adjust African American age Antigen Asian can be used characterization clinical clinical care Clinical course Clinical data Clinical severity Cohort cohort study collected Comorbidity confounders Control COVID COVID-19 COVID-19 cohort COVID-19 mortality COVID-19 severity death Dementia demographic characteristics diagnostic difference discharge evaluate evaluated extracorporeal membrane oxygenation Factor female finding group Health hospital Hospital admission Hospitalized hospitalized patients Importance invasive Liver disease machine learning model Male sex measure Mortality multicenter multivariable logistic regression obesity objective Odds ratio participant Patient Point polymerase chain positive predict predicted prediction Predictive random Random forest Relevance Repository resource Result retrospective cohort study risk factor robust SARS-CoV-2 SARS-COV-2 infection setting severity stratified Support tested trajectory ventilatory support were used with COVID-19 World Health Organization [DOI] 10.1001/jamanetworkopen.2021.16901 PMC 바로가기 [Article Type] Research