Prediction and Severity Ratings of COVID-19 in the United StatesOriginal Research Published on 2020-09-102022-10-31 Journal: Disaster Medicine and Public Health Preparedness [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] categories coronavirus coronavirus disease COVID-19 COVID-19 pandemic evaluate Factors identify Logistic majority outbreak pandemic predict prediction Region regions severity severity rating Spread the United State The United States trajectory [DOI] 10.1017/dmp.2020.343 PMC 바로가기 [Article Type] Original Research
Prediction of the Peak, Effect of Intervention, and Total Infected by COVID-19 in IndiaBrief Report Published on 2020-09-092022-10-31 Journal: Disaster Medicine and Public Health Preparedness [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] calculate changes in compartmental model coronavirus disease COVID-19 Effect health-care India infected individual infection rate Intervention involved peak peak prediction Poisson prediction Reproduction number SEIR SEIR compartmental model social distancing the epidemic Total total population [DOI] 10.1017/dmp.2020.321 PMC 바로가기 [Article Type] Brief Report
Characteristic of 523 COVID-19 in Henan Province and a Death Prediction ModelObservational Study Published on 2020-09-082022-10-04 Journal: Frontiers in Public Health [Category] MERS, SARS, 임상, [키워드] 95% CI Admission age albumin AUC BNP China chose Clinical characteristics Clinical data Clinical outcome Combination Comorbidity conducted coronavirus disease COVID-19 COVID-19 case COVID-19 patients D-dimer death death prediction model demographics discharged enrolled eosinophils epidemiology investigation Factor Factors had more Hospitalization Laboratory LDH lymphocyte median age Mild mild cases Model neutrophil non-survivor Non-survivors novel coronavirus pneumonia Older Patient PCT poor prognosis predict prediction proportion random Random forest reported retrospective risk factor Risk factors screened sensitivity specificity Survivors Symptoms threshold White blood cell Wuhan [DOI] 10.3389/fpubh.2020.00475 PMC 바로가기 [Article Type] Observational Study
The Answer Lies in the Energy: How Simple Atomistic Molecular Dynamics Simulations May Hold the Key to Epitope Prediction on the Fully Glycosylated SARS-CoV-2 Spike ProteinLetter Published on 2020-09-042022-10-31 Journal: The journal of physical chemistry letters [Category] COVID-19, SARS, [키워드] antibody antibody binding site approach binding Combination complex conformational Consequences detect develop diagnostics Dynamics effort epitope Epitopes functional glycosylated Health Host identify Infection involved knowledge nanobodies parameter prediction PROTECT required SARS-CoV-2 simple Simulation spike Spike protein Structure [DOI] 10.1021/acs.jpclett.0c02341 PMC 바로가기 [Article Type] Letter
Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trialResearch article Published on 2020-09-012022-10-05 Journal: Computers in biology and medicine [Category] SARS, 임상, [키워드] Algorithm Care clinical trial COVID-19 COVID-19 diagnosis COVID-19 patient COVID-19 patients COVID-19 positive patients decompensation demonstrated diagnostic enrolled evaluated False positive FIVE health system help initial intubation Invasive mechanical ventilation machine machine learning mechanical ventilation multicenter Odds ratio offer Patient patients physician predict prediction Prevent Prognosis resources Result score scoring system sensitivity significantly higher specificity Trial United State Ventilation [DOI] 10.1016/j.compbiomed.2020.103949 [Article Type] Research article
COVID-19 Mortality Rate Prediction for India Using Statistical Neural Network ModelsPublic Health Published on 2020-08-282022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, SARS, [키워드] Accuracy applied Basis correlation COVID-19 COVID-19 mortality dataset death case develop error evaluated function Generalized generalized regression neural network (GRNN) IMPROVE India Model mortality rate prediction (MRP) network Neural non-linear autoregressive (NAR) performed PNN Population predict predicted prediction probabilistic neural network (PNN) Radial radial basis function neural network (RBFNN) Rate Regression root root mean square error (RMSE) SNN square statistical neural network (SNN) [DOI] 10.3389/fpubh.2020.00441 PMC 바로가기 [Article Type] Public Health
Using All-Atom Potentials to Refine RNA Structure Predictions of SARS-CoV-2 Stem LoopsArticle Published on 2020-08-272022-10-29 Journal: International Journal of Molecular Sciences [Category] COVID-19, MERS, [키워드] 3D structure absence aligned conformational discontinuous transcription include ions leader sequence loop molecular molecular dynamics Molecular dynamics simulation pandemic Potassium Potential predict predicted prediction Regulatory Research resonance RNA RNA stem loops SARS-CoV-1 SARS-CoV-2 secondary structure STEM Structure structure refinement the SARS-CoV-2 Transcription TRS-L [DOI] 10.3390/ijms21176188 PMC 바로가기 [Article Type] Article
Prediction and Analysis of SARS-CoV-2-Targeting MicroRNA in Human Lung EpitheliumCommunication Published on 2020-08-262022-10-31 Journal: Genes [Category] COVID-19, [키워드] acute respiratory syndrome binding site cellular cellular antiviral defence coronavirus coronavirus disease Coronavirus infection COVID-19 differentially expressed epithelium Evidence expression expression profile Genome Human identify In vitro infection Infection infections low expression lung epithelia lung epithelial mechanism MERS-CoV genome microRNA pandemic pathogenic coronavirus predicted prediction PROTECT Research responsible RNA virus RNA viruses SARS-CoV SARS-CoV-2 susceptibility the SARS-CoV-2 genome tissue viral propagation [DOI] 10.3390/genes11091002 PMC 바로가기 [Article Type] Communication
Prediction of repurposed drugs for treating lung injury in COVID-19Research Article Published on 2020-08-262022-10-31 Journal: F1000Research [Category] COVID-19, MERS, SARS, [키워드] ACE2 acute respiratory syndrome angiotensin-converting enzyme 2 Bioinformatics analysis CALR candidate drugs caused Cdc42 Cell cells CGP-60474 chemokine signaling pathways COL-3 Compound coronavirus COVID-19 COVID-19 patient death in COVID-19 Deceased deregulated disease drug candidate drug repositioning analysis enriched pathway expression Gene Expression identify include Infectious disease inhibition inhibitor Injury investigated lack lung cell Lung injury lung tissue lung tissues MAPK signaling mechanism MMP14 outbreak overlap P-value pathway Patient performed prediction Rac2 reduced Repurposed drug Respiratory failure RHOA SARS-CoV-2 severe respiratory failure signaling pathway significantly target target gene the spike protein TNF signaling treated Treatment treatment for COVID-19 [DOI] 10.12688/f1000research.23996.2 PMC 바로가기 [Article Type] Research Article
Application of records theory on the COVID-19 pandemic in Lebanon: prediction and preventionOriginal Paper Published on 2020-08-262022-11-01 Journal: Epidemiology and Infection [Category] COVID-19, MERS, [키워드] addition application approach carried concerning COVID-19 COVID-19 case COVID-19 pandemic COVID-2019 distribution Emerging infectious diseases epidemiological data Evolution Johns Hopkins University Lebanon mathematical memory non-parametric test Novel coronavirus observation observé offer pandemic Pandemics predict prediction presenting Probability records theory Research sporadic Spread statistical the disease WHO World Health Organization [DOI] 10.1017/S0950268820001909 PMC 바로가기 [Article Type] Original Paper