Exploring the risk factors of COVID-19 Delta variant in the United States based on Bayesian spatio-temporal analysisArticle Published on 2022-09-012022-11-16 Journal: Transboundary and emerging diseases [Category] COVID19(2023년), SARS, 변종, [키워드] Analysis Bayesian Bayesian analysis Cluster coefficient collected contagious contribute coronavirus covariate COVID-19 COVID-19 variant cases delta variant develop Effect Epidemic Factor flexible genetic mutation Government group help heterogeneity Hierarchical identify independent variables measure Region risk factor Risk factors SARS-CoV-2 selected space-time model spatial clusters Spread statistical the United State Transmission variable selection variant worsened [DOI] 10.1111/tbed.14623 PMC 바로가기
A Model Predicting Mortality of Hospitalized Covid-19 Patients Four Days After Admission: Development, Internal and Temporal-External Validation입원 4일 후 입원한 Covid-19 환자의 사망률을 예측하는 모델: 개발, 내부 및 시간-외부 검증Cellular and Infection Microbiology Published on 2022-01-242022-09-11 Journal: Frontiers in Cellular and Infection Microbiology [Category] MERS, SARS, 변종, [키워드] Admission age Alpha Alpha variant AUROC B.1.1.7 blood parameter C-reactive protein calibration slope Care characteristic clinical coronavirus COVID-19 creatinine cross Day develop development discharge explained Fever Final FIVE haematological parameter haematological parameters Health Health care Health care system Hospitalized hospitalized COVID-19 patients hospitalized patients hospitals Identifier in-hospital mortality internal Lactate lactate dehydrogenase linear mixed model Logistic regression Model Mortality mutations non-survivor Non-survivors objective Occurrence on admission parameter Patient Platelet Platelet count Prediction model prevalent prognostic model receiver operating characteristic receiver operating characteristic curve reduce Registration Result slope Support supported survival survivor validation variable variable selection variables Variation was done [DOI] 10.3389/fcimb.2021.795026 PMC 바로가기 [Article Type] Cellular and Infection Microbiology
Deep IDA: A Deep Learning Method for Integrative Discriminant Analysis of Multi-View Data with Feature Ranking–An Application to COVID-19 severityArticle Published on 2021-11-182022-10-28 Journal: ArXiv [Category] COVID-19, [키워드] application Clinical course complex Complication COVID-19 COVID-19 group COVID-19 patient COVID-19 severity deep deep learning Discriminant facilitate groups identify individuals Infection intensive care learning linear molecular molecular data Multi-view learning Nonlinearity One-step methods Patient the disease variable selection PMC 바로가기 [Article Type] Article
Metabolic surgery may protect against admission for COVID-19 in persons with nonalcoholic fatty liver diseaseObservational Study Published on 2021-10-012022-10-05 Journal: Surgery for obesity and related diseases : official journal of the American [Category] SARS, 임상, [키워드] 95% CI 95% confidence interval Adiposity Admission Analysis appear cause chronic inflammation co-morbidities competing COVID-19 COVID-19 diagnosis COVID-19 in patient disease evaluate Factor Fatty liver fatty liver disease Healthcare system Hospitalization Hospitalized include increased risk increased the risk Inflammation Logistic regression medication treatment men metabolic metabolic and bariatric surgery. metabolic disease morbidity and mortality Mortality multiple imputation NAFLD NASH nonalcoholic fatty liver obesity Odds ratio operator Other Patient PCR peptide polymerase chain positive COVID-19 PROTECT receptor reduced risk Research risk risk factor SARS-CoV-2 screened Sex significantly steatohepatitis subgroups syndrome thrombosis Treatment variable selection Venous Thromboembolism visceral was used were assessed were used women [DOI] 10.1016/j.soard.2021.05.029 PMC 바로가기 [Article Type] Observational Study
Biomarkers of coagulation, endothelial function, and fibrinolysis in critically ill patients with COVID-19: A single-center prospective longitudinal studyCOVID-19 중증 환자의 응고, 내피 기능 및 섬유소 용해의 바이오마커: 단일 센터 전향적 종단 연구Article Published on 2021-06-012022-09-11 Journal: Journal of thrombosis and haemostasis : JTH [Category] MERS, SARS, 바이오마커, [키워드] age Algorithm Antigen association Biomarker Biomarkers blood draws Characteristics characterized Clinical data Cluster Clustering Coagulation Coagulopathy collected coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 Critically ill patient D-dimer Daily death Disease progression disease severity endothelial function fibrinolysis Fisher groups healthy controls high mortality identify immunothrombosis inhibited intensive care K-means clustering lead linear longitudinal lung Lung injury Mortality observational study Patient patients performed plasminogen Predictive prognostic Prospective Study single-center survival target targets the strongest three groups thrombosis trajectory variable selection were used [DOI] 10.1111/jth.15327 PMC 바로가기 [Article Type] Article
Development and Validation of a Risk Score for Liver Cirrhosis Prediction in Untreated and Treated Chronic Hepatitis BMulticenter Study Published on 2021-01-042023-06-12 Journal: The Journal of Infectious Diseases [Category] B형 간염, [키워드] area under the curve clinical tools risk model risk prediction scoring system variable selection [DOI] 10.1093/infdis/jiaa330 [Article Type] Multicenter Study
Multinomial Logistic Model for Coinfection Diagnosis Between Arbovirus and Malaria in KedougouArticle Published on 2019-08-272024-08-28 Journal: Int J Biostat [Category] 말라리아, [키워드] arbovirus Coinfection malaria multinomial logistic regression random forest classification variable selection