Analysis and prediction of the COVID-19 outbreak in PakistanArticle Published on 2020-12-012023-07-13 Journal: Journal of biological dynamics [Category] SARS, [키워드] coronavirus COVID-19 epidemic curve medication prediction projection [DOI] 10.1080/17513758.2020.1814883
A score combining early detection of cytokines accurately predicts COVID-19 severity and intensive care unit transfer사이토카인의 조기 발견을 결합한 점수는 COVID-19 심각도와 중환자실 이송을 정확하게 예측합니다Article Published on 2020-12-012022-09-11 Journal: International Journal of Infectious Diseases [Category] SARS, 치료기술, [키워드] 95% CI AUC Care clinical trial clinical trials collected Combination contribute coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 severity Critically ill critically ill patients cutoff value cytokine cytokine profile Cytokines diagnosed disease severity five group five groups form highest Hospital admission ICU IL-10 IL-6 IL-8 IMPROVE Inflammatory cytokines intensive care intensive care unit mechanical ventilation Non-severe case non-severe cases PaO2 PaO2/FiO2 ratio parameter Patient patient triage predict prediction Predictive Prognosis progression SARS-COV-2 infection sensitivity Serum level serum levels serum sample serum samples severity specificity the disease therapeutic strategy transfer [DOI] 10.1016/j.ijid.2020.10.003 PMC 바로가기 [Article Type] Article
Prediction of Epidemics Trend of COVID-19 in BangladeshPublic Health Published on 2020-11-302022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, [키워드] Analysis analyzed basic reproduction number collected contribute coronavirus coronavirus disease COVID-19 COVID-19 outbreak Critical death case Estimated evaluated extreme Factor Google graphical trend analysis greater Health help indicated infection rate Laboratory tests mathematical mathematical prediction model outbreak pandemic pandemic (COVID-19) parameter positive predicted prediction provided questionnaire Region reported secondary social distancing survey susceptible-infectious-recovered (SIR) model trend [DOI] 10.3389/fpubh.2020.559437 PMC 바로가기 [Article Type] Public Health
Prediction of the incubation period for COVID-19 and future virus disease outbreaksCOVID-19의 잠복기 및 향후 바이러스 질병 발생 예측Research Article Published on 2020-11-302022-09-10 Journal: BMC Biology [Category] Fulltext, SARS, 변종, [키워드] approach connection coronavirus COVID-19 COVID-19 pandemic described determine develop disease Disease progression disease severity epidemiological estimates expected facilitate Factor feature Features GC content help in viral Incubation period individuals machine learning optimization outbreak Outbreaks pandemic pathogenic pathogenic viruses positive correlation predicted prediction Predictive protein-coding gene protein-coding genes public health quarantine required respiratory Respiratory disease respiratory infections respiratory viral Result RNA virus SARS-CoV-2 Viral Viral diseases virus Virus Disease virus genome virus genomes virus pathogenesis viruses [DOI] 10.1186/s12915-020-00919-9 PMC 바로가기 [Article Type] Research Article
Clinical characteristics on admission predict in-hospital fatal outcome in patients aged ≥75 years with novel coronavirus disease (COVID-19): a retrospective cohort studyResearch Article Published on 2020-11-302022-10-27 Journal: BMC Geriatrics [Category] COVID-19, [키워드] 95% CI 95% confidence interval Admission age body temperature Characteristics clinical Clinical characteristics consecutive patient coronavirus disease COVID-19 patient creatinine critical cases D-dimer death died discharged elderly fatality female Fever Final Follow-up hospital hs-TNI identify In-hospital In-hospital death independent risk factor Laboratory lactic dehydrogenase LDH lymphocyte median age medical records N-terminal novel novel coronavirus disease NT-proBNP observation Odds ratio outcome oxygen saturation Patient peptide Platelet predict prediction reduced Result retrospective cohort study risk factor SARS-CoV-2 sensitivity Sex supplementary material troponin I worldwide pandemic [DOI] 10.1186/s12877-020-01921-0 PMC 바로가기 [Article Type] Research Article
In-Hospital Mortality and Prediction in an Urban U.S. Population With COVID-19Infectious Disease Published on 2020-11-302022-10-31 Journal: Cureus [Category] COVID-19, [키워드] age alanine aminotransferase Aspartate transaminase calculator Chronic kidney disease clinical factor Cohort Complete Coronavirus disease 2019 Course COVID-19 COVID-19 infection COVID-19 patient COVID-19 test criterion CT scan defined demographic factor determine discharged electronic medical record eligible excluded Factor globe identify in-hospital mortality information Laboratory Laboratory tests Mortality Nasopharyngeal swab Negative predictive value New observation operator or chest X-ray outcome pandemic Patient Platelet Population positive prediction radiologic risk Risk factors risk stratification Robert Sample size score calculator sensitivity specificity study period subset the disease The United States transferred university urban USA variable was performed were excluded while White blood cell wood [DOI] 10.7759/cureus.11786 PMC 바로가기 [Article Type] Infectious Disease
Clinical characteristics on admission predict in-hospital fatal outcome in patients aged ≥75 years with novel coronavirus disease (COVID-19): a retrospective cohort studyResearch Article Published on 2020-11-302022-10-27 Journal: BMC Geriatrics [Category] Coronavirus, COVID-19, SARS, [키워드] 95% CI 95% confidence interval Admission age body temperature Characteristics clinical Clinical characteristics consecutive patient coronavirus disease COVID-19 patient creatinine critical cases D-dimer death died discharged elderly fatality female Fever Final Follow-up hospital hs-TNI identify In-hospital In-hospital death independent risk factor Laboratory lactic dehydrogenase LDH lymphocyte median age medical records N-terminal novel novel coronavirus disease NT-proBNP observation Odds ratio outcome oxygen saturation Patient peptide Platelet predict prediction reduced Result retrospective cohort study risk factor SARS-CoV-2 sensitivity Sex supplementary material troponin I worldwide pandemic [DOI] 10.1186/s12877-020-01921-0 PMC 바로가기 [Article Type] Research Article
Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit from Hydroxychloroquine Treatment?—The IDENTIFY TrialArticle Published on 2020-11-262022-10-30 Journal: Journal of Clinical Medicine [Category] COVID-19, [키워드] 95% confidence interval adjusted hazard ratio Algorithm approach association benefit Better clinical trial competing conducted COVID-19 COVID-19 patient discharge drug treatment Endpoint enrolled Evidence General population hazard hospitals Hydroxychloroquine hydroxychloroquine treatment identify increase in indicated machine learning Mortality novel coronavirus disease outcome Patient Pragmatic prediction Randomized SARS-CoV-2 statistically significant subpopulation survival therapeutic agent treated Treatment Trial United State [DOI] 10.3390/jcm9123834 PMC 바로가기 [Article Type] Article
Prediction of COVID-19 Patients at High Risk of Progression to Severe Disease중증 질환으로 진행될 위험이 높은 COVID-19 환자의 예측Comparative Study Published on 2020-11-242022-09-12 Journal: Frontiers in Public Health [Category] MERS, 진단, [키워드] 95% CI 95% confidence interval age ALB albumin Analysis bootstrap C-reactive protein (CRP characteristic Chemistry clinical clinician Comorbidity Concordance Coronavirus disease-19 COVID-19 COVID-19 patients COVID-19 severity Cox regression CRP develop disease severity effective Factor Factors FIVE high risk hospital identify independent risk factor Jiangsu lactate dehydrogenase LDH multivariate Multivariate analysis nomogram observation parameter Patient prediction Predictive Probability R 2 risk Risk factors scoring model severe disease severity Shanghai Structure the patient [DOI] 10.3389/fpubh.2020.574915 PMC 바로가기 [Article Type] Comparative Study
Machine Learning Approaches Reveal That the Number of Tests Do Not Matter to the Prediction of Global Confirmed COVID-19 CasesArtificial Intelligence Published on 2020-11-232022-10-31 Journal: Frontiers in Artificial Intelligence [Category] COVID-19, [키워드] affecting Analysis approach Care characterized Cluster cluster analysis concerning Confirmed confirmed cases contribute Coronavirus disease 2019 country COVID-19 COVID-19 disease cumulative deaths evaluate explain France Germany global pandemic Health highest implementation infected case Infection Infection prevention Iran Italy machine machine learning matter MOST number pandemic prediction prevent disease spread principal component analysis public health random Regression Regression tree Spain Spread Test the disease United Kingdom United States variable variables Variation website Worldometer [DOI] 10.3389/frai.2020.561801 PMC 바로가기 [Article Type] Artificial Intelligence