Prediction of the COVID-19 epidemic trends based on SEIR and AI modelsResearch Article Published on 2021-01-082022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] China Chinese Control COVID-19 COVID-19 epidemic effective Epidemic Government Intervention lifted measure Measures National outbreak Pneumonia prediction reduced SEIR Spread the epidemic Wuhan [DOI] 10.1371/journal.pone.0245101 PMC 바로가기 [Article Type] Research Article
Machine learning-based prediction of COVID-19 diagnosis based on symptomsArticle Published on 2021-01-042022-10-30 Journal: NPJ Digital Medicine [Category] COVID-19, [키워드] age approach assist can be used Contact COVID-19 COVID-19 case COVID-19 diagnosis COVID-19 test detect diagnosis of COVID-19 eight Epidemiology feature FIVE healthcare Healthcare systems high accuracy individual infected individual initial clinical symptoms machine machine-learning Ministry of Health mitigate patients Population screening predicted prediction reported resource resources Respiratory signs and symptoms risk of infection SARS-CoV-2 Sex subsequent Symptom tested [DOI] 10.1038/s41746-020-00372-6 PMC 바로가기 [Article Type] Article
The Impact of Peripheral Eosinophil Counts and Eosinophil to Lymphocyte Ratio (ELR) in the Clinical Course of COVID-19 Patients: A Retrospective StudyCOVID-19 환자의 임상 과정에서 말초 호산구 수 및 호산구 대 림프구 비율(ELR)의 영향: 후향적 연구Article Published on 2021-01-012022-09-11 Journal: In vivo (Athens, Greece) [Category] MERS, 바이오마커, [키워드] allergens Biomarker blood cell Blood cells both groups clinical correlated count COVID-19 COVID-19 patients critical cases decrease died duration of hospitalization eosinophil eosinophil counts eosinophils evaluate Impact in both groups inflammatory conditions less Lower lymphocyte mean value moderate moderate to severe outcome parasite parasites Patient patients hospitalized peripheral predict prediction Ratio ratio. responsible Severe case severe disease statistically significant survived with COVID-19 [DOI] 10.21873/invivo.12303 PMC 바로가기 [Article Type] Article
Prediction on the number of confirmed Covid-19 with the FUDAN-CCDC mathematical model and its epidemiology, clinical manifestations, and prevention and treatment effectsResearch article Published on 2021-01-012022-10-05 Journal: Results in Physics [Category] 치료법, [키워드] accompanied age analyzed average center Characteristics Chinese clinical manifestation clinical manifestations Clinical symptoms confirmed case Control cough COVID-19 COVID-19 patient COVID-19 patients Critical case cumulative drug Efficacy epidemiological epidemiological history Epidemiology Fever FUDAN-CCDC mathematical model initial symptom injection Laboratory Laboratory test Laboratory tests less Local lymphocyte mathematical mild cases moderate MOST Novel coronavirus novel coronavirus pneumonia nucleic acid Older Patient patients with COVID-19 PCT Pneumonia predict predicted prediction Prevention and treatment effects procalcitonin Research Respiratory failure severe cases sodium statistical Symptoms Tablet the patient Treatment treatment effect WHO with COVID-19 World Health Organization Wuhan [DOI] 10.1016/j.rinp.2020.103618 [Article Type] Research article
C-reactive protein as a possible marker for severity and mortality of COVID-19 infectionOriginal Article Published on 2021-01-012022-10-31 Journal: Gastroenterology and Hepatology From Bed to Bench [Category] COVID-19, [키워드] added ALB analyzed bioinformatics Biomarker C-reactive protein candidate central node changed Clinical finding condition COVID-19 COVID-19 infection COVID-19 pandemic Critical CRP CXCL8 Cytoscape software database DEGs determine differentially expressed gene disease disease severity fatality Health IL6 Infection INS marker Mild Mortality MPO network analysis Patient prediction screened severity severity of COVID-19 TLR4 TNF TTR PMC 바로가기 [Article Type] Original Article
Derivation and Internal Validation of a Model to Predict the Probability of Severe Acute Respiratory Syndrome Coronavirus-2 Infection in Community PeopleArticle Published on 2021-01-012023-06-19 Journal: Journal of General Internal Medicine [Category] MERS, SARS, [키워드] COVID-19 disease prediction SARS-CoV-2 [DOI] 10.1007/s11606-020-06307-x PMC 바로가기
Computational Prediction of Mutational Effects on SARS-CoV-2 Binding by Relative Free Energy Calculations상대 자유 에너지 계산에 의한 SARS-CoV-2 결합에 대한 돌연변이 효과의 컴퓨터 예측Article Published on 2020-12-282022-09-11 Journal: Journal of Chemical Information and Modeling [Category] SARS, 변종, [키워드] 2019-nCoV ACE2 addition Alanine angiotensin Angiotensin-converting enzyme angiotensin-converting enzyme 2 antiviral drugs binding binding affinity calculation coronavirus Effect energy entry receptor Free free energy Free energy calculation Free energy calculations greater Human human cells infect information lead Mutagenesis Mutation nCoV performed physical prediction protein-protein interface protein-protein interfaces receptor proteins relative reported residue SARS-CoV SARS-CoV-2 virus viruses [DOI] 10.1021/acs.jcim.0c00679 PMC 바로가기 [Article Type] Article
The Prediction of Hepatitis E through Ensemble LearningArticle Published on 2020-12-282023-05-25 Journal: International Journal of Environmental Research an [Category] E형 간염, Fulltext, [키워드] Ensemble learning hepatitis E prediction [DOI] 10.3390/ijerph18010159 PMC 바로가기 [Article Type] Article
Parameter Estimation and Prediction of COVID-19 Epidemic Turning Point and Ending Time of a Case Study on SIR/SQAIR Epidemic ModelsResearch Article Published on 2020-12-272022-10-31 Journal: Computational and Mathematical Methods in Medicine [Category] COVID-19, MERS, SARS, [키워드] Accuracy added Analysis Asymptomatic individuals Control COVID-19 COVID-19 outbreak criteria ending epidemiological estimation hidden investigated lack Like Model mortality rate parameter parameters Point predicted prediction prevention South Korea the United State time transmission rate Treatment Turning Vaccine [DOI] 10.1155/2020/1465923 PMC 바로가기 [Article Type] Research Article
Public Health Interventions’ Effect on Hospital Use in Patients With COVID-19: Comparative StudyObservational Study Published on 2020-12-232022-10-04 Journal: JMIR Public Health and Surveillance [Category] MERS, 임상, [키워드] association Bayesian China Clinical stage Comparative COVID-19 COVID-19 pandemic cured data-driven death case declined Effect effective estimated rate evaluated Evidence Face mask functions hospital Hospitalized implementation IMPROVE incidence indicate Infection intensive care Intervention Mask New York objective Observational pandemic Patient prediction Prevent provided Public public health Public health intervention quarantine reduced reducing Reproduction number required Result significantly social distancing state stratified susceptible the disease the United State transmission rate United States use wearing wearing mask [DOI] 10.2196/25174 PMC 바로가기 [Article Type] Observational Study