Novel Synthetic Lipopeptides as Potential Mucosal Adjuvants Enhanced SARS-CoV-2 rRBD-Induced Immune ResponseSARS-CoV-2 rRBD 유도 면역 반응을 향상시키는 잠재적 점막 보조제로서의 새로운 합성 리포펩티드Article Published on 2022-03-092022-09-12 Journal: Frontiers in Immunology [Category] MERS, SARS, 진단, [키워드] activity adjuvant adjuvants Affect agonist agonists Bacterial BALF candidate vaccine charged residue COVID-19 vaccine CSK cytotoxicity Effect enhanced evaluated exhibited Figuring IgA IgG immune response immunized in vitro induce investigated lipopeptide lipoprotein mimicking mucosal N-terminal nasal novel OVA peptide Potential promote RBD residue response rRBD SARS-CoV-2 SARS-CoV-2 neutralizing antibody SARS-CoV-2 rRBD sequence sera serum significantly increased significantly lower Structure Structure-activity relationship suggested Support support vector machine SVM synthetic the SARS-CoV-2 TLR2 Vaccine vaccine adjuvant [DOI] 10.3389/fimmu.2022.833418 PMC 바로가기 [Article Type] Article
Clinical Characteristics of COVID-19 Patients and Application to an Artificial Intelligence System for Disease SurveillanceArticle Published on 2022-03-052022-10-30 Journal: Journal of Clinical Medicine [Category] COVID-19, [키워드] application artificial artificial intelligence Artificial neural network baseline clinical Clinical characteristics Cluster coronavirus disease COVID-19 COVID-19 patient Decision tree diagnosing diagnosis of COVID-19 highest hospital identify infected patient Infection intelligence Isolation pandemic Patient physician professional protocol random Random forest sensitivity specificity Support Support vector machine (SVM) SVM System were used [DOI] 10.3390/jcm11051437 PMC 바로가기 [Article Type] Article
Public health emergency decision-making and management system sound research using rough set attribute reduction and blockchainArticle Published on 2022-03-042022-10-29 Journal: Scientific Reports [Category] Coronavirus, MERS, SARS, [키워드] Accuracy analyzed applied approach attribute Characteristics Classifier cognitive COVID-19 dataset datasets decision Efficiency emergency response example extraction feasibility function health emergency IMPROVE investigated management measure mechanism musculoskeletal system occur Predictive markers preference Psychological Public public health emergency quantified reduce reduced reduction Research risk rule support vector machine SVM [DOI] 10.1038/s41598-022-07493-w PMC 바로가기 [Article Type] Article
COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian OptimizationReview article Published on 2022-03-012022-10-05 Journal: Computers in biology and medicine [Category] SARS, 변종, 치료기술, [키워드] Accuracy addition Algorithm Algorithms applied artificial automatically Bayesian Bayesian optimization Chest CNN Computed tomography Convolutional neural networks coronavirus COVID-19 COVID-19 diagnosis COVID-19 pandemic COVID-19 test decision diagnosis of COVID-19 died feature FIVE highest Infection lung machine learning MCC Naive Baye negatively affected network Neural optimization outbreak performed Prevent problem quarantine Radiography RT-PCR test Spread support vector machine SVM the disease tree Wuhan X-ray [DOI] 10.1016/j.compbiomed.2022.105244 [Article Type] Review article
Ligand-based quantitative structural assessments of SARS-CoV-2 3CLpro inhibitors: An analysis in light of structure-based multi-molecular modeling evidencesResearch article Published on 2022-03-012022-10-05 Journal: Journal of Molecular Structure [Category] 신약개발, [키워드] 3CLpro accelerate Analysis ANN applied assessment binding energy binding mode conducted COVID-19 drug candidate Drug discovery effective Evidence functions group HQSAR hydroxy identify inhibitors inhibitory linear molecular molecular docking parameter physicochemical predict QSAR Quantitative Remdesivir Repurposed drug Repurposed drugs required researchers ribavirin SARS-CoV-2 SARS-CoV-2 3CLpro SVM Treatment [DOI] 10.1016/j.molstruc.2021.132041 [Article Type] Research article
Comparing different machine learning techniques for predicting COVID-19 severityResearch Article Published on 2022-02-172022-10-29 Journal: Infectious Diseases of Poverty [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] Accuracy Admission adopted analyzed AUC Care Chest computed tomography Coronavirus disease 2019 correlation COVID-19 COVID-19 severity D-dimer Diagnosis effective enrolled facilitate feature highest identify Illness severity indicated interquartile laboratory feature Laboratory features lactate dehydrogenase Logistic regression lymphocyte machine learning median age neutrophil non-severe cases outcomes Patient performed predict Predictive random Random forest resources Result retrospective selected sensitivity Severe case severe COVID-19 severity specificity supplementary material Support support vector machine SVM were used [DOI] 10.1186/s40249-022-00946-4 PMC 바로가기 [Article Type] Research Article
Internet of Things with Deep Learning-Based Face Recognition Approach for Authentication in Control Medical SystemsResearch Article Published on 2022-02-122022-10-31 Journal: Computational and Mathematical Methods in Medicine [Category] Coronavirus, COVID19(2023년), MERS, SARS, [키워드] Accuracy Algorithm approach Authentication cascade Classifier CNN Control coronavirus disease COVID-19 database deep deep learning disease ENhance extraction step face facial healthcare Healthcare systems help identity Infectious disease information Internet linear overcome Raspberry Pi Recognition recognize SQL Support SVM System this system [DOI] 10.1155/2022/5137513 PMC 바로가기 [Article Type] Research Article
Analyzing the Effect of Vaccination Over COVID Cases and Deaths in Asian Countries Using Machine Learning ModelsCellular and Infection Microbiology Published on 2022-02-082022-10-31 Journal: Frontiers in Cellular and Infection Microbiology [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] analyzed Asian Complete Contact COVID COVID-19 COVID-19 case COVID-19 infection database dataset death determine dose doses droplets Effect Efficacy Factor fluctuation help Infection investigated Karl Linear regression Linear regression analysis machine learning Model mortality rate mutated nasal OLS regression over Patient pharyngeal polynomial distribution positive predict Regression model second Spread Support vector machine (SVM) susceptibility SVM vaccinated individual vaccination vaccine dose virus was performed was used [DOI] 10.3389/fcimb.2021.806265 PMC 바로가기 [Article Type] Cellular and Infection Microbiology
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
Stance Analysis of Distance Education in the Kingdom of Saudi Arabia during the COVID-19 Pandemic Using Arabic Twitter Data아랍어 트위터 데이터를 활용한 COVID-19 팬데믹 기간 동안 사우디아라비아 왕국의 원격 교육 자세 분석Article Published on 2022-01-272022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] activity AdaBoost adaptive Analysis Arabic Arabic tweets caused classical CNN collected Convolutional neural network coronavirus correlated country COVID-19 distance Distance learning education event Express favor Kingdom machine-learning memory naïve NEWS opinion mining random Random forest Saudi Arabia School selected Short-Term Memory Spread stance detection Support support vector machine suppress SVM tested Topic universities virus [DOI] 10.3390/s22031006 PMC 바로가기 [Article Type] Article