Per-COVID-19: A Benchmark Dataset for COVID-19 Percentage Estimation from CT-ScansArticle Published on 2021-09-182022-10-30 Journal: ISA transactions [Category] COVID-19, [키워드] addition approach chain CNN Convolutional neural network COVID-19 COVID-19 infection COVID-19 infections COVID-19 pandemic Critical case CT scan CT-scans dataset dataset generation deep learning disease dynamic error estimation evaluate evaluated Evolution help information intensive care investigated labeling less MAE MSE network Neural Pearson percentage protocol Radiologists reaction recognize root RT-PCR severity square the patient X-ray [DOI] 10.3390/jimaging7090189 PMC 바로가기 [Article Type] Article
Is point-of-care testing feasible and safe in care homes in England? An exploratory usability and accuracy evaluation of a point-of-care polymerase chain reaction test for SARS-CoV-2영국의 요양원에서 현장 진료 테스트가 가능하고 안전한가요? SARS-CoV-2에 대한 현장 진료 중합효소 연쇄 반응 테스트의 탐색적 유용성 및 정확성 평가Article Published on 2021-09-112022-09-11 Journal: Age and Ageing [Category] SARS, 치료기술, [키워드] 95% CI 95% confidence interval Accuracy build Care care homes Chain Reaction changes in conducted COVID-19 diagnostic Diagnostic accuracy diagnostic testing error evaluated exploratory Exploratory analysis feasible Frequency frequency of occurrence greater hazard identify initial integration Laboratory limitation mitigate Occurrence Older older people outbreak pathway PCR PCR testing point of care point-of-care point-of-care-testing polymerase chain polymerase chain reaction Polymerase chain reaction (PCR) positive Prevalence provided Real-time PCR reduce reference standard risk RT-PCR Safe SARS-CoV-2 Sensitivity and specificity service specimen symptomatic symptomatic cases Test Usability were assessed [DOI] 10.1093/ageing/afab072 PMC 바로가기 [Article Type] Article
Pneumonia detection in chest X-ray images using an ensemble of deep learning models딥 러닝 모델의 앙상블을 사용한 흉부 X- 레이 이미지의 폐렴 감지Research Article Published on 2021-09-072022-09-10 Journal: PLoS ONE [Category] MERS, SARS, 진단, 치료기술, [키워드] Accuracy adopted Affect Analysis ANOVA test approach assigned available data average Bacteria cause caused chest X-ray Chest X-ray image Chest X-ray images chest X-rays conditions Convolutional neural network curative treatment dataset datasets deep learning diagnosing Diagnosis early diagnosis error evaluated evaluation metrics examination fluids fused individuals living conditions lung North America Overcrowding performed pleural effusion Pneumonia Pollution Precision provided recall respiratory respiratory infection robustness scarcity sensitivity Society statistical analyses survival rates transfer unhygienic Variability X-ray [DOI] 10.1371/journal.pone.0256630 PMC 바로가기 [Article Type] Research Article
The Influence of Signals on Donation Crowdfunding Campaign Success during COVID-19 CrisisArticle Published on 2021-07-202022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, SARS, [키워드] affected agency Bridging Comment coronavirus COVID-19 crisis crowdfunding description donation donation-based campaign Donor Effect error food relief Government Healthcare system individual infected case influence knowledge location measure network pandemic platform Population public health Research signal Signaling signaling theory social interaction the United State title World Health Organization [DOI] 10.3390/ijerph18147715 PMC 바로가기 [Article Type] Article
Machine learning techniques to detect and forecast the daily total COVID-19 infected and deaths cases under different lockdown types다양한 잠금 유형에서 일일 총 COVID-19 감염 및 사망 사례를 감지하고 예측하는 기계 학습 기술Article Published on 2021-07-012022-09-11 Journal: Microscopy research and technique [Category] SARS, 치료기술, [키워드] Accuracy adopted ARIMA Complete country COVID-19 criteria cumulative data set data sets death deaths detect Effectiveness error evaluated Forecasting healthcare hospitals impacted infected case infected cases intensity lockdown lockdowns lung lungs infection machine machine learning models mitigate pandemic predict public health random reduce social isolation Spread SVM the SARS-CoV-2 Time series were used [DOI] 10.1002/jemt.23702 PMC 바로가기 [Article Type] Article
Recommendations for accurate genotyping of SARS-CoV-2 using amplicon-based sequencing of clinical samples앰플리콘 기반 임상 샘플 시퀀싱을 사용한 SARS-CoV-2의 정확한 유전자형에 대한 권장 사항Article Published on 2021-07-012022-09-11 Journal: Clinical microbiology and infection : the official [Category] SARS, 변종, 치료기술, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 Amplicon amplicon-based sequencing Analysis applicability approach artefact clinical isolates clinical sample clinical samples Cluster coronavirus detect dissemination effort Epidemiology error European evaluated facilitated Factors frequencies Frequency Genome genome sequence Genome sequences genomic Genotype genotypes genotyping guidelines identify implementation Inclusion independent isolate lack large cohort location Next-generation sequencing NGS pandemic recommendation recommendations reported SARS-CoV-2 SARS-CoV-2 genome SARS-CoV-2 genome sequence SARS-CoV-2 genome sequences sequence sequencing data sequencing depth severe acute respiratory syndrome Coronavirus strain summer Support the SARS-CoV-2 genome Transmission Travel variant variants viral evolution viral genome viral genomes Viral load virus [DOI] 10.1016/j.cmi.2021.03.029 PMC 바로가기 [Article Type] Article
Meta-Analysis and Structural Dynamics of the Emergence of Genetic Variants of SARS-CoV-2Microbiology Published on 2021-06-292022-10-31 Journal: Frontiers in Microbiology [Category] COVID-19, [키워드] ACE2 acute respiratory syndrome analyzed B.1.1.7 B.1.1.7 variant B.1.351 B1.351 variant Betacoronavirus binding Brazil complex consensus sequence coronavirus COVID-19 COVID-19 pandemic Deleterious driving Dynamics Effect emergence error Evolution Factor feature genetic modification Genetic variant genetic variants Genome genome replication host receptor identify immune Immune escape Mutation Neutral neutralizing antibody new SARS-CoV-2 new virus offer P.1 P.1 variant pathogenicity polymerase positive positive-sense single-stranded RNA Prevalence Proofreading replicate RNA genome SARS-CoV-2 SARS-CoV-2 gene South Africa spike glycoprotein structural property the SARS-CoV-2 genome trajectory Transmissibility United Kingdom Vaccines variant variants variants of concern virulence virus VoC Wuhan, China [DOI] 10.3389/fmicb.2021.676314 PMC 바로가기 [Article Type] Microbiology
Genome-Wide Analysis of Codon Usage Patterns of SARS-CoV-2 Virus Reveals Global Heterogeneity of COVID-19SARS-COV-2 바이러스의 코돈 사용 패턴의 게놈 전체 분석은 COVID-19의 글로벌 이질성을 보여줍니다.Article Published on 2021-06-182022-09-10 Journal: Biomolecules [Category] MERS, SARS, 변종, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 can not causative agents characterized codon codon usage Codon usage bias comprehensive analysis coronavirus coronavirus disease coronavirus disease COVID-19 COVID-19 error genome organization geographic location global genome global genomes globe heterogeneity heterogeneity of COVID-19 Host host adaptation implicated lack margin margin of error Mutation Mutational bias natural selection outbreak pattern performed reduce Research respiratory Sample size SARS-CoV-2 SARS-CoV-2 genome SARS-CoV-2 viral selection pressure severe acute respiratory syndrome Coronavirus significantly Standard deviation strain Strains Support Taking the SARS-CoV-2 the SARS-CoV-2 genome Usage Viral viral genome viral lineage viral strains virus virus genome whole genome [DOI] 10.3390/biom11060912 PMC 바로가기 [Article Type] Article
Evaluating data-driven methods for short-term forecasts of cumulative SARS-CoV2 casesResearch Article Published on 2021-05-212022-10-28 Journal: PLoS ONE [Category] COVID-19, [키워드] Accuracy ARIMA average country COVID-19 case cumulative data-driven error evaluate Evaluating finding generate global pandemic Guidance heat map help increase in International less MAE outbreak pandemic percentage public health emergency random risk SARS-CoV2 spread to the epidemic WHO [DOI] 10.1371/journal.pone.0252147 PMC 바로가기 [Article Type] Research Article
Impact of COVID-19 Home Confinement in Children’s Refractive ErrorsArticle Published on 2021-05-172022-10-30 Journal: International Journal of Environmental Research an [Category] Coronavirus, SARS, [키워드] Analysis changed changes in children Cohort COVID-19 COVID-19 outbreak cross-sectional environmental factors error examined home home confinement Impact less lifestyles myopia outdoors activity public health questionnaire Risk factors SARS-CoV-2 screen-time significant decrease Spain Spanish vision [DOI] 10.3390/ijerph18105347 PMC 바로가기 [Article Type] Article