Urinary Levels of SARS-CoV-2 Nucleocapsid Protein Associate With Risk of AKI and COVID-19 Severity: A Single-Center Observational StudyMedicine Published on 2021-05-252022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] 95% CI ACE2 Acute kidney injury acute respiratory syndrome addition AKI albumin Associate association cellular membrane Combination contribute Coronavirus-2 COVID-19 COVID-19 patients COVID-19 severity death disease evaluate examined ICU ICU admission Injury intensive care investigated kidney Kidney injury Level marker outcome Patient plasma Premature prospective observational study Protein renal risk risk factor risk prediction SARS-CoV-2 SARS-CoV-2 disease 2019 SARS-COV-2 infection SARS-CoV-2 N severe acute respiratory syndrome coronavirus-2 severity single-center supportive care TMPRSS2 urinary viral infection with COVID-19 [DOI] 10.3389/fmed.2021.644715 PMC 바로가기 [Article Type] Medicine
Validation of the HCC-RESCUE score to predict hepatocellular carcinoma risk in Caucasian chronic hepatitis B patients under entecavir or tenofovir therapyArticle Published on 2021-05-012023-06-13 Journal: Journal of viral hepatitis [Category] B형 간염, [키워드] Chronic Hepatitis B HCC-RESCUE Hepatocellular carcinoma risk prediction [DOI] 10.1111/jvh.13485
A COVID-19 Test Triage Tool, Predicting Negative Results and Reducing the Testing Burden on Healthcare Systems During a PandemicMedicine Published on 2021-04-292022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] Analysis analyzed applied approach AUC benefit burden clinical decision clinical decision aid clinical parameter Cohort collected COVID-19 cut-off dataset demographics demonstrated develop effective element help identify institution likelihood Mount Sinai negative Negative predictive value New York over pandemic Patient positive result Positive test predict provided reduce reported resource Resource allocation Result risk risk prediction robust SARS-CoV-2 SARS–CoV-2 Symptom symptomatic System Test test negative tested Testing the WHO Transmission Triage was used were assessed with COVID-19 [DOI] 10.3389/fmed.2021.563465 PMC 바로가기 [Article Type] Medicine
Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2나쁜 예후 예측을 위한 앙상블 학습: SARS-CoV-2 사례 연구Research and Applications Published on 2021-04-132022-09-12 Journal: Journal of the American Medical Informatics Associ [Category] SARS, 진단, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus 2 Blood calibration China clinical decision Cohort cohorts collected competent complementary coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 Decision making Decision support discrimination Ensemble learning implementation International material Metrics model synergy objective pandemic parameter patients performance physiological poor prognosis population level predictive power Result risk prediction robust SARS-CoV-2 selected severe acute respiratory syndrome Coronavirus the SARS-CoV-2 United Kingdom were used [DOI] 10.1093/jamia/ocaa295 PMC 바로가기 [Article Type] Research and Applications
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
Prevalence and prognostic value of elevated troponins in patients hospitalised for coronavirus disease 2019: a systematic review and meta-analysisResearch Published on 2020-11-232022-10-30 Journal: Journal of Intensive Care [Category] COVID-19, [키워드] 95% CI 95% confidence interval Admission analyses association cardiac troponin confounder coronavirus disease COVID-19 database death elevated Elevation Follow-up Frequency help heterogeneity high risk higher risk Hospital admission hospitalised investigated lack Meta-analysis Mortality multivariable analysis myocardial injury Patient performed Prevalence Probability Prognostic value Prospective Study Random-effects models reported Result risk risk of bia risk prediction risk stratification sensitivity specificity subsequent supplementary material systematic review troponin troponin level troponin test upper reference limit [DOI] 10.1186/s40560-020-00508-6 PMC 바로가기 [Article Type] Research
Regional infectious risk prediction of COVID-19 based on geo-spatial dataEpidemiology Published on 2020-11-132022-10-28 Journal: PeerJ [Category] COVID-19, [키워드] Accuracy agency Baidu Characteristics China COVID-19 Diseases distribution Geo-spatial data Geography-economy matrix Government health institution infectious risk information mainland Migration Migration index novel coronavirus disease predict public health emergency Regional response risk risk prediction Spread the epidemic [DOI] 10.7717/peerj.10139 PMC 바로가기 [Article Type] Epidemiology
Risk Assessment and Prediction of Severe or Critical COVID-19 Illness in Older AdultsArticle Published on 2020-11-102023-07-05 Journal: Clinical interventions in aging [Category] SARS, [키워드] COVID-19 Older adults Risk assessment risk prediction SARS-CoV-2 [DOI] 10.2147/CIA.S268156 PMC 바로가기
Explainable Machine Learning for Early Assessment of COVID-19 Risk Prediction in Emergency DepartmentsComputational and Artificial Intelligence Published on 2020-10-262022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] abnormality acute respiratory syndrome approach assessment associative Associative tree automatically Boruta feature selection build Care characteristic Chest Classifier clinical data analysis clinician coronavirus correlated COVID-19 COVID-19 patients criteria CXR death Department effective Emergency forest Generalized linear model generalized linear models Johns Hopkins University Laboratory machine learning missing data imputation number of comorbidities Patient predict prediction presenting radiological Radiologists random forest classifier required Result risk risk prediction robust SARS-CoV-2 selected sensitivity shown Spread Support variable variables virus with COVID-19 worldwide pandemic [DOI] 10.1109/ACCESS.2020.3034032 PMC 바로가기 [Article Type] Computational and Artificial Intelligence
Early prediction of level-of-care requirements in patients with COVID-19Research Article Published on 2020-10-122022-10-31 Journal: eLife [Category] COVID-19, MERS, SARS, [키워드] Accuracy Admission age applied artificial intelligence being benefit BMI breath caused Characteristics Chest chest imaging Clinical symptoms Comorbidity complex COVID-19 COVID-19 disease COVID-19 patient Critical care diabete diabetes difficulty breathing disease Dyspnea examined Factor FIVE form Gender help hospital Hospitalization Hospitalized hospitals Human ICU ICU admission ICU care identify individual intensive care treatment intensive care unit laboratory data laboratory result Laboratory results machine learning male Massachusett mechanical ventilation mild symptoms MOST New coronavirus no symptom obesity opacity oxygen deprivation pandemic Patient patients with COVID-19 people with COVID-19 physician Pneumonia predict predicted Predictive model predictor risk factor risk prediction SARS-CoV-2 severe disease severe inflammation Severity Score severity scores Symptoms the disease the patient tissue tissue damage Treatment underlying disease vaccination Vaccine Ventilation Vital vital sign vital signs [DOI] 10.7554/eLife.60519 PMC 바로가기 [Article Type] Research Article