A stochastic inventory model of COVID-19 and robust, real-time identification of carriers at large and infection rate via asymptotic lawsResearch article Published on 2023-01-012022-10-05 Journal: European Journal of Operational Research [Category] 변종, [키워드] affecting Asymptomatic asymptotic Care carrier COVID-19 COVID-19 incidence COVID-19 pandemic Critical data-driven deaths distribution Epidemic modeling Evolution fraction Health incidence infection rate Little's law management manifested Measures National Operations management under uncertainty OR in health services Outbreaks Patient Perspective profiles provide random Randomly reconstructed robust scaled Spread symptomatic carrier the disease the mean the SARS-CoV-2 trajectory variable variables [DOI] 10.1016/j.ejor.2021.12.037 [Article Type] Research article
Peptide microarrays coupled to machine learning reveal individual epitopes from human antibody responses with neutralizing capabilities against SARS-CoV-2기계 학습과 결합된 펩티드 마이크로어레이는 SARS-CoV-2에 대한 중화 기능을 가진 인간 항체 반응의 개별 에피토프를 나타냅니다.Article Published on 2022-12-012022-09-11 Journal: Emerging Microbes & Infections [Category] COVID19(2023년), SARS, 진단, 치료기술, 치료법, [키워드] anti-SARS-CoV-2 antibody Antibody binding assays binding epitope capture causative agent cellular coronavirus coronavirus SARS-CoV-2 Course COVID-19 detectable epitope Epitopes human antibody response IgA IgG IgM antibody immunoassays incubated infected with SARS-CoV-2 machine learning Microarray N-terminus negative control samples neutralization neutralization assays Neutralizing Neutralizing antibodies nine overlapping Patient peptide peptide arrays peptides positive protective effect Protective effects random Random forest response S protein SARS CoV SARS CoV-2 SARS-CoV-2 sera serology Serology. Specific structural protein structural proteins the disease the S protein vaccine candidate vaccine candidates Viral [DOI] 10.1080/22221751.2022.2057874 PMC 바로가기 [Article Type] Article
A hybrid random forest deep learning classifier empowered edge cloud architecture for COVID-19 and pneumonia detectionResearch article Published on 2022-12-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy Affect Algorithm Classifier cloud computing complex computation conducted COVID-19 COVID19 CT scan dataset datasets deep deep learning detect diagnose effective Efficiency evaluate False positives forest global pandemic Healthcare industry heat Heat Transfer Search algorithm identify immunization inefficient Interaction less lung CT scan methodology offer outcomes overcome Patient Pneumonia predict PROTECT random Random forest resource Support the patient virus Web services X-ray [DOI] 10.1016/j.eswa.2022.118227 [Article Type] Research article
Meta-analysis of the microbial biomarkers in the gut-lung crosstalk in COVID-19, community-acquired pneumonia and Clostridium difficile infectionsArticle Published on 2022-11-012022-11-15 Journal: Letters in Applied Microbiology [Category] 바이오마커, [키워드] applied Biomarker Biomarkers Candida catastrophic cause Classifier Clostridium Clostridium difficile community-acquired pneumonia correlation COVID-19 COVID-19 infection data set Diversity Escherichia Faecalibacterium Gut gut-lung axis Health healthy Infection interplay lung Lungs metagenome microbial microbiota Mortality normalized offer organs pandemic processed profile prognostic biomarker progression random random forest classifier. respiratory Staphylococcus the disease the gut-lung axis trauma [DOI] 10.1111/lam.13798 PMC 바로가기
Comparison of COVID-19 pneumonia during the SARS-CoV-2 Omicron wave and the previous non-Omicron wave in a single facilityArticle Published on 2022-11-012022-11-16 Journal: Respiratory investigation [Category] SARS, 변종, [키워드] acute respiratory syndrome addition caused characteristic Characteristics Chest CT Cluster-like ground-glass opacities Computed tomography consolidation coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 described disease distribution enrolled evaluated GGO GGOs ground-glass opacity groups hospital omicron Omicron variant other variants patients with COVID-19 Pneumonia pneumonia. predominant Prevalence random replicate significantly lower the SARS-CoV-2 variant variants [DOI] 10.1016/j.resinv.2022.08.001 PMC 바로가기
COVID-19 vaccine breakthrough infection among fully vaccinated healthcare workers in Duhok governorate, Iraqi Kurdistan: A retrospective cohort studyArticle Published on 2022-11-012022-11-16 Journal: Journal of medical virology [Category] COVID19(2023년), SARS, 변종, [키워드] association Break through infections Breakthrough infection COVID-19 COVID-19 vaccine dentist determine Duhok effective Effectiveness enrolled females fill out fully vaccination HCW HCWs healthcare healthcare worker Healthcare workers highest incidence Infection infections Iraqi Kurdistan majority male Mild moderate MOST multicenter omicron outcomes paramedics participant Pfizer polymerase chain positive postvaccination prevaccination questionnaire random respiratory retrospective cohort study risk factor SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2 variant severity significantly the disease the vaccine Vaccine vaccine effectiveness. variant was performed [DOI] 10.1002/jmv.27985 PMC 바로가기
De novo selected hACE2 mimics that integrate hotspot peptides with aptameric scaffolds for binding tolerance of SARS-CoV-2 variantsArticle Published on 2022-10-282022-11-15 Journal: Science Advances [Category] COVID19(2023년), SARS, 변종, 치료제, [키워드] acute respiratory syndrome Antiviral binding coronavirus Critical de novo evade exhibited hACE2 host cell hotspot human Angiotensin-converting enzyme immune in vitro Interaction Ligand Neutralizing nucleic acids Occurrence omicron peptide Prophylaxis random reagents Receptor binding receptors recruit SARS-CoV-2 SARS-CoV-2 variant selected Tolerance Vaccine variant variants viral variant virus [DOI] 10.1126/sciadv.abq6207 PMC 바로가기
A dataset comprised of binding interactions for 104,972 antibodies against a SARS-CoV-2 peptideArticle Published on 2022-10-262022-11-15 Journal: Scientific Data [Category] COVID19(2023년), SARS, 진단, [키워드] antibody antibody sequences Antigen binding binding interaction binding score can be used CDRs collected creating dataset evaluate in silico include knowledge machine learning models Mutation naïve peptide predicted provide Quantitative quantitative measurement random Region resulting SARS-CoV-2 sequence starting [DOI] 10.1038/s41597-022-01779-4 PMC 바로가기
Detection and prevalence of SARS-CoV-2 co-infections during the Omicron variant circulation in FranceArticle Published on 2022-10-232022-11-15 Journal: Nature Communications [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] Admission bioinformatics circulation clinical impact Co-infection collected Delta detect detection evaluate evaluated France genetic diversity genomic hospitalized patients ICU intensive care isolate Lineage lineages omicron Patient patients Prevalence question raised random recombinants reported risk SARS-CoV-2 SARS-CoV-2 variant sets of primer Surveillance variant whole-genome sequencing [DOI] 10.1038/s41467-022-33910-9 PMC 바로가기
Predicting Airborne Infection Risk: Association Between Personal Ambient Carbon Dioxide Level Monitoring and Incidence of Tuberculosis Infection in South African Health WorkersArticle Published on 2022-10-122022-11-15 Journal: Clinical Infectious Diseases: An Official Publicat [Category] 진단, [키워드] African ambient analyzed Annual baseline Cape carbon carbon dioxide monitoring CO2 coronavirus disease decrease demonstrated dioxide dose-dependent evaluate Health health worker health workers healthcare facility help hospital IGRA implication incidence increase in Increasing Infection infection control infection risk interferon-γ Intervention less Level likelihood Logistic regression median monitoring occur Odds ratio positive PPM Predictive QuantiFERON Quantitative random risk South South Africa subset threshold town Transmission Tuberculosis tuberculosis infection control (TB-IC). Ventilation worker [DOI] 10.1093/cid/ciac183 PMC 바로가기