Transfer Learning for the Detection and Diagnosis of Types of Pneumonia including Pneumonia Induced by COVID-19 from Chest X-ray ImagesArticle Published on 2021-08-162022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Accuracy approach Asymptomatic caused Chest X-ray image computation COVID-19 COVID-19 viral pneumonia death rate Deep transfer learning detect detection diagnose Diagnosis early diagnosis effective Experimental result faster healthcare Image induced learning Pneumonia reduce Spread the disease transfer Type X-ray X-ray image [DOI] 10.3390/diagnostics11081480 PMC 바로가기 [Article Type] Article
Impact of travel ban implementation on COVID-19 spread in Singapore, Taiwan, Hong Kong and South Korea during the early phase of the pandemic: a comparative studyResearch Article Published on 2021-08-112022-10-28 Journal: BMC Infectious Diseases [Category] COVID-19, MERS, SARS, [키워드] Analysis analyzed Asia China Community computation conducted country COVID-19 COVID-19 case COVID-19 cases COVID-19 pandemic Delayed early phase effective Effectiveness elicited Epidemics Europe First wave Hong Kong Impact implementation imported case International Intervention intrinsic Iran Italy Local magnitude MOST outbreak pandemic Result resulting risk Singapore South South Korea Spread supplementary material Surveillance Taiwan Transmission Travel trend Wuhan [DOI] 10.1186/s12879-021-06449-1 PMC 바로가기 [Article Type] Research Article
Catching SARS-CoV-2 by Sequence Hybridization: a Comparative AnalysisResearch Article Published on 2021-08-032022-10-29 Journal: mSystems [Category] COVID-19, [키워드] acute respiratory syndrome adaptive mutations approach approaches Bioscience circulating Community Comparative computation condition controlling coronavirus ddPCR determine digital PCR Efficiency efficient enrichment evaluate Evolution FIVE flow cell full-length genome Genome geographical distribution Illumina improvement Laboratory MONITOR Multiplex PCR Mutation mutations Next-generation sequencing NGS pandemic question resources SARS-CoV-2 SARS-CoV-2 sequencing SARS-CoV-2 strain sensitivity sequence sequence capture Sequencing the patient the SARS-CoV-2 virus Twist viral spread virus [DOI] 10.1128/mSystems.00392-21 PMC 바로가기 [Article Type] Research Article
Ultra-Wideband Positioning Sensor with Application to an Autonomous Ultraviolet-C Disinfection VehicleArticle Published on 2021-08-012022-10-29 Journal: Sensors (Basel, Switzerland) [Category] Coronavirus, MERS, SARS, [키워드] addition Algorithm application applied autonomous average computation COVID-19 COVID-19 infection COVID-19 virus demonstrated descent Disinfection disinfection vehicle dose Efficiency expected Gradient Guidance IMPROVE inactivation positioning Prevent protocol reproductive risk sensor synchronization Taylor ultra-wideband Ultraviolet-C vehicle wireless positioning [DOI] 10.3390/s21155223 PMC 바로가기 [Article Type] Article
The suppression effect of emotional contagion in the COVID-19 pandemic: A multi-layer hybrid modelling and simulation approachResearch Article Published on 2021-07-282022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] approach calibrated China Community computation confirmed case Contagion country COVID-19 COVID-19 pandemic disease transmission emotional Epidemic Epidemics experiment Factor Guangzhou, China heterogeneity Intervention Novel coronavirus outbreak pandemic Panic parameter Quantitative analysis reducing Research Spread suffered the epidemic would increase [DOI] 10.1371/journal.pone.0253579 PMC 바로가기 [Article Type] Research Article
Commuting in metapopulation epidemic modelingArticle Published on 2021-07-262022-10-29 Journal: Scientific Reports [Category] Coronavirus, SARS, [키워드] Algorithm Analysis bidirectional Commuting computation Computational science COVID-19 pandemic defined develop Epidemic epidemiological Epidemiology independent individual individuals Infection International Intervention Local methodology National proliferation resource Standard Travel understanding [DOI] 10.1038/s41598-021-94672-w PMC 바로가기 [Article Type] Article
Elucidation of Teicoplanin Interactions with Drug Targets Related to COVID-19Article Published on 2021-07-152022-10-27 Journal: Antibiotics [Category] COVID-19, [키워드] addition antibiotic average Bacterial infections binding energy binding energy prediction Clinical use complex computation conformational COVID-19 COVID-19 patients docked docking drug effective Efficiency exhibited Frame in vitro Initially Interaction macromolecular management mechanism MM/GBSA molecular molecular docking molecular dynamics Molecular dynamics simulation N-terminal domain non-structural protein nucleocapsid protein Protein SARS-CoV-2 SARS-COV-2 infection stability target targets Teicoplanin therapeutic Trajectories trajectory Treatment [DOI] 10.3390/antibiotics10070856 PMC 바로가기 [Article Type] Article
Privacy-Oriented Technique for COVID-19 Contact Tracing (PROTECT) Using Homomorphic Encryption: Design and Development StudyOriginal Paper Published on 2021-07-122022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] arise computation Contact Contact tracing COVID-19 COVID-19 pandemic develop development effective Effectiveness Epidemics GPS data help homomorphic encryption identify information Intersection Local Mobile application objective operable Patient patients with COVID-19 privacy-preserving contact tracing PROTECT protocol protocol quarantine released Result secure shown Support technique the patient tracing web service with COVID-19 [DOI] 10.2196/26371 PMC 바로가기 [Article Type] Original Paper
Estimates and Determinants of SARS-Cov-2 Seroprevalence and Infection Fatality Ratio Using Latent Class Analysis: The Population-Based Tirschenreuth Study in the Hardest-Hit German County in Spring 2020SARS-COV-2 Seroprevalence 및 감염 사망률 비율의 추정 및 결정 요인 잠재 계급 분석 : 2020 년 봄 가장 어려운 독일 카운티에서 인구 기반 Tirschenreuth 연구Article Published on 2021-06-102022-09-01 Journal: Viruses [Category] MERS, SARS, 진단, [키워드] accounted age Analysis analyzed antibodies antibody tests Care case fatality ratio CFR class CLIA computation conducted deaths determinant ELISA estimate Factor fatality IFR implication individual Infection infection fatality ratio infections Latent latent class analysis Measures molecular cause outbreak participant proportion Ratio reflected Registered SARS-CoV-2 SARS-CoV-2 antibodies SARS-CoV-2 antibody SARS-COV-2 infection senior care homes Seroprevalence severe SARS severe SARS-CoV-2 smoker Smokers smoking spring suffered underreported infections while [DOI] 10.3390/v13061118 PMC 바로가기 [Article Type] Article
COVID-19 pulmonary consolidations detection in chest X-ray using progressive resizing and transfer learning techniquesResearch article Published on 2021-06-052022-10-05 Journal: Heliyon [Category] 치료기술, [키워드] Analysis applied assist baseline cause chest X-ray Chest X-ray analysis clinical CNN computation consolidation COVID-19 deep Diagnosis evaluation criteria exhibit facilitate Factor febrile illness health center highlight imperative implication inherent Interpretation knowledge learning limitations Lower respiratory tract lung network Neural Pneumonia Prognosis Progressive Progressive resizing pulmonary Pulmonary consolidations radiological resource reuse Saliency maps SARS-CoV-2 syndrome the patient transfer transfer learning viral outbreak X-ray [DOI] 10.1016/j.heliyon.2021.e07211 [Article Type] Research article