An efficient hardware architecture based on an ensemble of deep learning models for COVID -19 predictionResearch article Published on 2022-05-012022-10-05 Journal: Sustainable Cities and Society [Category] 치료기술, [키워드] Accuracy Analysis chest X-ray CNN computation computational resource COVID COVID-19 CXR Data-aware computational unit deep deep learning Diagnosis Effectiveness Ensemble identify inception latency Latency of CNN network Neural performance Pre-training Precision problems recall Recurrent reduction in resource Semiconductor Taiwan TSMC Verilog [DOI] 10.1016/j.scs.2022.103713 [Article Type] Research article
Methyl β-D-galactopyranoside esters as potential inhibitors for SARS-CoV-2 protease enzyme: synthesis, antimicrobial, PASS, molecular docking, molecular dynamics simulations and quantum computationsSARS-CoV-2 프로테아제 효소에 대한 잠재적 억제제로서의 메틸 β-D-갈락토피라노사이드 에스테르: 합성, 항균, PASS, 분자 도킹, 분자 역학 시뮬레이션 및 양자 계산Article Published on 2022-04-012022-09-11 Journal: Glycoconjugate journal [Category] Coronavirus, COVID19(2023년), SARS, 치료제, [키워드] activate active site activities aliphatic antimicrobial aromatic ASN142 AutoDock AutoDock vina Bacillus subtilis Bacteria binding affinities binding modes can be used chemical structures Combination Compound computation Concentration Cys145 demonstrated Density functional theory determine distribution docking drug-likeness drugs Efficacy electrostatic enthalpy Escherichia coli evaluated FIVE free energy fungal pathogens fungi Gly143 group His41 hydrogen Hydrogen bond in silico in vitro inhibitor inhibitory concentration Interaction kinetic MBC metabolism Methyl β-D-galactopyranoside MGP molecular molecular docking molecular dynamics Molecular dynamics simulation Pass Pathogens performed pharmacokinetic physicochemical protease residues SAR SARS-CoV-2 main protease SARS-CoV-2 protease SARS-CoV-2 protease. selected statistical analysis Strains Structure structure activity relationship sugar synthesis the binding affinity the SARS-CoV-2 theory THR26 Toxicity treated variety [DOI] 10.1007/s10719-021-10039-3 PMC 바로가기 [Article Type] Article
The ViReflow pipeline enables user friendly large scale viral consensus genome reconstructionViReflow 파이프라인은 사용자 친화적인 대규모 바이러스 합의 게놈 재구성을 가능하게 합니다.Article Published on 2022-03-242022-09-11 Journal: Scientific Reports [Category] SARS, 변종, [키워드] administration Analysis Cluster computation configuration consensus genome consensus sequence consensus sequences COVID-19 pandemic dataset effort epidemiological flexibility hands information Intervention molecular platform Prevent provided public health resource resources SARS-CoV-2 SARS-CoV-2 strain scalability sequence Sequencing service Spread Surveillance variants viral pathogen virus Web [DOI] 10.1038/s41598-022-09035-w PMC 바로가기 [Article Type] Article
A new threshold reveals the uncertainty about the effect of school opening on diffusion of Covid-19새로운 문턱은 개학이 Covid-19의 확산에 미치는 영향에 대한 불확실성을 나타냅니다.Article Published on 2022-02-222022-09-10 Journal: Scientific Reports [Category] COVID19(2023년), MERS, SARS, 변종, [키워드] Affect Analysis Applied mathematics Awareness children choice compartmental model computation conducted Course COVID-19 pandemic Data collection data-driven diffusion Effect Epidemiology feature implication lockdowns mathematical Mathematics and computing open outbreak pandemic phase transition Phase transitions and critical phenomena reason reason for reveal School Schools similar studies Specific subpopulation subpopulations threshold transmission rate transmission rates Vaccinations variant variants [DOI] 10.1038/s41598-022-06540-w PMC 바로가기 [Article Type] Article
Comparative assessment of methods for short-term forecasts of COVID-19 hospital admissions in England at the local levelResearch Article Published on 2022-02-212022-10-28 Journal: BMC Medicine [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] Accuracy Admission Admissions baseline Care changed Comparative computation confirmed COVID-19 case Convolution COVID-19 COVID-19 pandemic COVID-19 patient distribution England Ensemble Epidemic facilitate Forecasting healthcare Healthcare demand hospital Hospital admission IMPROVE Infectious disease instance Linear regression model Local majority National Health Service NHS outbreak pandemic Predictive produced real-time resource resources Result robust scaled supplementary material trajectory Trust [DOI] 10.1186/s12916-022-02271-x PMC 바로가기 [Article Type] Research Article
MS-based targeted profiling of oxylipins in COVID-19: A new insight into inflammation regulationCOVID-19에서 MS 기반 옥시리핀 표적 프로파일링: 염증 조절에 대한 새로운 통찰력Observational Study Published on 2022-02-202022-09-12 Journal: Free radical biology & medicine [Category] COVID19(2023년), MERS, SARS, 바이오마커, 임상, 진단, [키워드] analysed Anti-inflammatory AUC Biomarker canonical characterisation characteristic collected computation COVID-19 COVID-19 patients cytokine Cytokines dataset Fisher ICU patient ICUs Inflammation Inflammation regulation inflammation response inflammatory cascade inflammatory mediator intensive care unit Lipid lipid mediator Lipid mediator class switching magnitude Oxylipins Patient PCA pilot study plasma plasma concentration platform Pneumonia principal component analysis pro-inflammatory status Regulation respond resulting retrospective risk ROC ROC Curve selected severe COVID-19 severity predictors shown switching targeting the cytokine storm UHPLC-MS/MS. university with COVID-19 [DOI] 10.1016/j.freeradbiomed.2022.01.021 PMC 바로가기 [Article Type] Observational Study
Compressed feature vector-based effective object recognition model in detection of COVID-19Short communication Published on 2022-02-012022-10-05 Journal: Pattern Recognition Letters [Category] 치료기술, [키워드] Accuracy adopted age approach build Characteristics classifiers complex computation conducted COVID-19 COVID-19 patient datasets dimension dimensions effective Efficiency epidemiological Factor Gender IMPROVE independent variables inefficient information object raise reduce reduction subject Support SVM vector vectors [DOI] 10.1016/j.patrec.2021.12.016 [Article Type] Short communication
SARS-CoV-2 spike evolutionary behaviors; simulation of N501Y mutation outcomes in terms of immunogenicity and structural characteristicSARS-CoV-2 스파이크 진화 행동; 면역원성 및 구조적 특성 측면에서 N501Y 돌연변이 결과 시뮬레이션Article Published on 2022-02-012022-09-11 Journal: Journal of cellular biochemistry [Category] COVID19(2023년), SARS, 변종, [키워드] ACE2 acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 affecting Analysis angiotensin Angiotensin-converting enzyme angiotensin-converting enzyme 2 approach changed characteristic coding region coding regions computation Computational biology consequence coronavirus COVID-19 enzyme facilitate focus free energy Genome host cells immunogenicity immunoinformatics increase interact Lineage molecular molecular dynamics Mutation N501Y N501Y mutation Noncoding region occur outcome Protein protein folding protein-protein interaction RBD RBD mutations Receptor-binding domain reduce Region reported SARS-CoV-2 SARS-CoV-2 spike secondary structure severe acute respiratory syndrome Coronavirus significantly South Africa spike Spike protein stability tertiary structure the receptor-binding domain the spike protein virus without affecting [DOI] 10.1002/jcb.30181 PMC 바로가기 [Article Type] Article
A Novel Framework Based on Deep Learning and ANOVA Feature Selection Method for Diagnosis of COVID-19 Cases from Chest X-Ray Images흉부 X선 영상에서 COVID-19 사례 진단을 위한 딥 러닝 및 ANOVA 특징 선택 방법을 기반으로 하는 새로운 프레임워크Research Article Published on 2022-01-072022-09-11 Journal: Computational Intelligence and Neuroscience [Category] SARS, 치료기술, [키워드] Accuracy affected analysis of variance ANOVA Care chain Chain Reaction chest X-ray Chest X-ray images computation coronavirus coronavirus disease COVID-19 COVID-19 case COVID-19 cases curse dataset deep deep learning diagnosing diagnosis of COVID-19 disease early stage early stages Economy evaluate experimental results false-negative false-negative results feature framework Gradient identify Image IMPROVE individual learning limitation New coronavirus novel objective outperform pneumonia) polymerase chain reaction Precision radiologist Radiologists reached reaction recall reduce Result RT-PCR selected Selection specificity Spread time-consuming Transmission variance virus Wuhan X-ray [DOI] 10.1155/2022/4694567 PMC 바로가기 [Article Type] Research Article
Casirivimab-imdevimab neutralizing SARS-CoV-2: post-infusion clinical events and their risk factorsShort Report Published on 2022-01-032022-10-30 Journal: Journal of Pharmaceutical Health Care and Sciences [Category] COVID-19, [키워드] 95% CI administration adverse effect Asymptomatic body temperature bradycardia Casirivimab Celsius clinical trial clinical trials computation confidence COVID-19 COVID-19 patient criteria Day died Drug efficacy eligible event events exclusion Factor Fever Follow-up ground glass Ground glass opacity had no hypoxia Imdevimab indicated Inpatient interval Intervention Japan Laboratory Leukocytosis limitation median Multivariate analysis neutralize Neutralizing Other outcome Outpatient oxygen supply Patient pulse oximetry Ratio Retrospective study risk risk factor Risk factors SARS-CoV-2 temperature Two patient vaccination vaccinee was used White blood cell with COVID-19 worsening [DOI] 10.1186/s40780-021-00233-8 PMC 바로가기 [Article Type] Short Report