Correlation of the Commercial Anti-SARS-CoV-2 Receptor Binding Domain Antibody Test with the Chemiluminescent Reduction Neutralizing Test and Possible Detection of Antibodies to Emerging Variants상업용 Anti-SARS-CoV-2 수용체 결합 도메인 항체 테스트와 화학발광 환원 중화 테스트의 상관관계 및 항체의 새로운 변이체 검출 가능Research Article Published on 2021-12-012022-09-10 Journal: Microbiology Spectrum [Category] SARS, 변종, 진단, 치료기술, [키워드] 95% confidence interval Accuracy acquisition acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus-2 anti-RBD anti-receptor-binding domain Antibody test antibody test result antibody tests B.1.1.7 B.1.351 B.1.351 variant B.1.351 variants biohazard clinical laboratory close contact comparable convalescent convalescent COVID-19 patients convalescent phase Coronavirus-2 correlated correlation COVID-19 COVID-19 patient COVID-19 patients Critical defined detection diagnostic disease onset displaying Efficacy episode episode of Evidence evidence of functional healthy individual high throughput identify immune response Immunity indicate Laboratory lead neutralization Neutralizing Neutralizing activity Neutralizing antibodies Neutralizing titer neutralizing titers optimization Patient PCR-negative positive result proof protective immunity provide Pseudotyped virus Pseudotyped viruses Quantitative RBD Receptor-binding domain recognizing reduction respiratory SARS-CoV-2 SARS-CoV-2 variant SARS-CoV-2 variants Seroconversion serological test Serological tests serology serum sample serum samples Severe acute respiratory syndrome severe acute respiratory syndrome Coronavirus Spike protein Strong symptomatic Test test validity Vaccine vaccine efficacy Validity variant variants virus viruses wild-type [DOI] 10.1128/Spectrum.00560-21 PMC 바로가기 [Article Type] Research Article
CovH2SD: A COVID-19 detection approach based on Harris Hawks Optimization and stacked deep learningResearch article Published on 2021-12-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy affecting Algorithm applied approach Area AUC chain China classification Combination Compact computed tomography (CT) convolutional neural network (CNN) coronavirus disease COVID-19 Critical CSS Curve Data augmentation (DA) deep learning diagnosis of COVID-19 experiment FCS feature Harris Hawks Optimization (HHO) Hawk infected patients Infection invasive Laboratory Loss mortality rate nine optimization Performance metrics powerful tool problem reaction reported RT-PCR spread of COVID-19 Stage starting suggested Transfer Learning (TL) Treatment Wuhan [DOI] 10.1016/j.eswa.2021.115805 [Article Type] Research article
An Overview of Supervised Machine Learning Methods and Data Analysis for COVID-19 DetectionCOVID-19 탐지를 위한 지도 머신 러닝 방법 및 데이터 분석 개요Review Published on 2021-11-222022-09-10 Journal: Journal of Healthcare Engineering [Category] MERS, SARS, 치료기술, 치료제, [키워드] Accuracy Albert Einstein Algorithm Analysis applied best Blood COVID-19 COVID-19 diagnosis dataset datasets detection EDA feature Kaggle machine learning Machine learning algorithms machine learning model optimization parameters performed processed Result San Raffaele Hospital sensitivity specificity Support support vector machine SVM target was done was selected [DOI] 10.1155/2021/4733167 PMC 바로가기 [Article Type] Review
Optimization of non-coding regions for a non-modified mRNA COVID-19 vaccine비변형 mRNA COVID-19 백신의 비암호화 영역 최적화Comparative Study Published on 2021-11-182022-09-10 Journal: Nature [Category] MERS, SARS, 변종, 유전자 메커니즘, 임상, 진단, 치료기술, 치료법, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus-2 antigen expression binding binding and neutralizing antibodies BNT162b2 Cell Coronavirus-2 correlated COVID-19 vaccine CureVac CVnCoV cynomolgus macaque delta variant demonstrated dose effective Efficacy evaluated head Head-to-head comparison Human immunized immunogenic immunogenicity IMPROVE macaques memory B memory B cell mRNA mRNA vaccine Neutralizing antibodies Neutralizing antibody response neutralizing antibody responses neutralizing antibody titre non-coding region non-coding regions non-human primates nucleoside nucleosides optimization Pfizer Protective provided respiratory respiratory tracts response RNA vaccines robust SARS-CoV-2 SARS-CoV-2 vaccine SARS-CoV-2 variants Severe acute respiratory syndrome severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus-2 T cell T cell response T cell responses tested These data titre Trial upper and lower respiratory tracts Vaccine Viral Viral load [DOI] 10.1038/s41586-021-04231-6 PMC 바로가기 [Article Type] Comparative Study
Optimization and Clinical Validation of Colorimetric Reverse Transcription Loop-Mediated Isothermal Amplification, a Fast, Highly Sensitive and Specific COVID-19 Molecular Diagnostic Tool That Is Robust to Detect SARS-CoV-2 Variants of ConcernMicrobiology Published on 2021-11-182022-10-31 Journal: Frontiers in Microbiology [Category] COVID-19, [키워드] 95% CI acute respiratory syndrome alternative method B.1.617.2 Brazil clinical collected concern confidence interval coronavirus coronavirus disease country COVID-19 COVID-19 testing cross-reactivity demonstrated detect diagnostic diagnostic test effort equipment genomic gold standard isothermal amplification limit of detection meet molecular molecular test N genes Nasopharyngeal swab optimization P.1 P.2 pandemic Pandemics performed point-of-care polymerase chain reaction respiratory virus reverse transcription RNA RT-LAMP RT-qPCR SARS-CoV-2 SARS-CoV-2 detection SARS-CoV-2 RNA detection SARS-CoV-2 variant sensitive sensitivity Specific specificity Transmission Typical validation variant variants of interest Viral transport medium virus widespread [DOI] 10.3389/fmicb.2021.713713 PMC 바로가기 [Article Type] Microbiology
Self-Reported Adverse Events of COVID-19 Vaccines in Polish Healthcare Workers and Medical Students. Cross-Sectional Study and Pooled Analysis of CoVaST Project Results in Central EuropeArticle Published on 2021-11-162022-10-30 Journal: Journal of Clinical Medicine [Category] COVID-19, [키워드] 95% CI Active surveillance Administered Adverse adverse effects adverse event adverse events Adverse reactions Affect age Analysis AstraZeneca BTN162 mRNA vaccine Care carried concerning COVID-19 COVID-19 vaccination COVID-19 vaccines cross-sectional cross-sectional study demographic data Descriptive statistics doses Europe European country fatigue females groups headache healthcare healthcare personnel Healthcare workers increased risk injection Local Logistic regression Mild Moderna mRNA-based mRNA-based vaccine mRNA-based vaccines Occurrence optimization Pain parameters participant performed Pfizer-BioNTech Poland pooled analysis Prevalence proportion PROTECT question questionnaire reactogenicity recipient reported Result second dose secure selected significantly students systemic reaction systemic side effect vaccination Vaccine Vaccines vector vaccine viral vector-based vulnerable patients with COVID-19 worker [DOI] 10.3390/jcm10225338 PMC 바로가기 [Article Type] Article
Computational Method‐Based Optimization of Carbon Nanotube Thin‐Film Immunosensor for Rapid Detection of SARS‐CoV‐2 VirusResearch Article Published on 2021-11-162022-10-28 Journal: Small Science [Category] COVID-19, [키워드] amplification analyzed applicability biosensors buffer carbon carbon nanotubes CNT complex correlated correlation COVID‐19 detection diagnosing Diagnosis diagnostic Diseases early stage lysed machine learning molecular nucleocapsid protein optimization Patient POC point‐of‐care Rapid SARS-CoV-2 SARS‐CoV‐2 SARS‐CoV‐2 virus sensitivity solution shearing Spread systematic analysis virus [DOI] 10.1002/smsc.202100111 PMC 바로가기 [Article Type] Research Article
Application of artificial intelligence and machine learning for COVID-19 drug discovery and vaccine designCOVID-19 신약 개발 및 백신 설계를 위한 인공 지능 및 머신 러닝 적용Article Published on 2021-11-052022-09-11 Journal: Briefings in Bioinformatics [Category] SARS, 신약개발, [키워드] accelerate acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 antivirals application artificial intelligence caused combating coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 outbreak COVID-19 pandemic drug Drug discovery effective drug effective drugs global pandemic machine learning offer optimization provide researcher SARS-CoV-2 severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 Vaccine Vaccine design virus [DOI] 10.1093/bib/bbab320 PMC 바로가기 [Article Type] Article
COVID-19 Case Recognition from Chest CT Images by Deep Learning, Entropy-Controlled Firefly Optimization, and Parallel Feature FusionArticle Published on 2021-11-022022-10-29 Journal: Sensors (Basel, Switzerland) [Category] COVID-19, MERS, SARS, [키워드] Accuracy Analysis analyzed automated carried caused collected Combination Computed tomography computer vision conducted COVID-19 COVID-19 case COVID-19 disease COVID-19 patients database deaths deep deep learning diagnose Diseases early diagnosis feature feature fusion Firefly firefly algorithm fused fusion healthcare healthy Image learning machine learning classifier magnetic resonance imaging Medical doctor Medical imaging optimization outbreak positive correlation Radiopaedia Recognition researcher selected Support Wiener X-ray [DOI] 10.3390/s21217286 PMC 바로가기 [Article Type] Article
The SARS-CoV-2 (COVID-19) pandemic in hospital: An insight into environmental surfaces contamination, disinfectants’ efficiency, and estimation of plastic waste production병원의 SARS-CoV-2(COVID-19) 범유행: 환경 표면 오염, 소독제의 효율성 및 플라스틱 폐기물 생산 추정에 대한 통찰력Article Published on 2021-11-012022-09-11 Journal: Environmental research [Category] SARS, 변종, [키워드] alcohol B.1.1.7 caused Cell Characteristics Contamination COVID-19 COVID-19 diagnosis COVID-19 pandemic debatable Disinfection Efficacy Efficiency Environmental surface contamination estimate Ethanol globe high risk hospital hospital ward Hospital wards hypochlorite in viral investigated Lineage Lineage B.1.1.7 management optimization pandemic Patient PCR persistence plastic Plastic residue plastic waste positive positive sample PPE Prevent preventive measure preventive measures reduction residue reveal SARS-CoV-2 Side effect social distancing sodium sodium hypochlorite Spread traits Transmission variant Viral transmission virus virus inactivation VoC VOC 202012/01 VOC lineage B.1.1.7. [DOI] 10.1016/j.envres.2021.111809 PMC 바로가기 [Article Type] Article