LungINFseg: Segmenting COVID-19 Infected Regions in Lung CT Images Based on a Receptive-Field-Aware Deep Learning FrameworkArticle Published on 2021-01-222022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Accuracy automated build Computed tomography consolidations Convolution COVID-19 COVID-19 infection CT slices deep deep learning deep learning-based method diagnosing disease domain Effectiveness experiments feature Features framework Frequency help hospital Image Image segmentation include infections information learning limit Lung CT manual mechanism parallel-group pathological changes Patient promote Region RT-PCR test Vaccine [DOI] 10.3390/diagnostics11020158 PMC 바로가기 [Article Type] Article
Discriminating mild from critical COVID-19 by innate and adaptive immune single-cell profiling of bronchoalveolar lavages기관지폐포 세척액의 선천적 및 적응 면역 단일 세포 프로파일링을 통해 심각한 COVID-19와 경증 구별Article Published on 2021-01-212022-09-12 Journal: Cell Research [Category] 유전자 메커니즘, 임상, 진단, 치료기술, [키워드] adaptive Alveolar macrophages Anti-inflammatory BAL bioinformatics Bronchoalveolar lavage build CD4 CD8 Cell change Characteristics characterized clearance contribute COVID-19 Critical Evidence expressing fibrosis functions Gene Expression Genome-wide analysis of gene expression host immune system Hyperinflammatory immune immunopathology in viral Innate immunity involved lung Lung epithelial cells Macrophage marker Mild monocyte naïve neutrophil Non-COVID-19 Patient Pneumonia proportion reveal single-cell Stress T-cell Trajectories trajectory undergo vice [DOI] 10.1038/s41422-020-00455-9 PMC 바로가기 [Article Type] Article
Model-based forecasting for Canadian COVID-19 dataResearch Article Published on 2021-01-192022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, [키워드] affected assumption build Canada complement conducted confirmed case country COVID-19 COVID-19 pandemic deaths expected finding helping Infection New York number of infected offer pandemic prediction Predictive model public health Research STAR trajectory USA Variability WHO World Health Organization [DOI] 10.1371/journal.pone.0244536 PMC 바로가기 [Article Type] Research Article
Domains and Functions of Spike Protein in SARS-Cov-2 in the Context of Vaccine Design백신 설계의 맥락에서 SARS-Cov-2에서 스파이크 단백질의 도메인 및 기능Review Published on 2021-01-142022-09-10 Journal: Viruses [Category] 변종, [키워드] approach BNT162b2 build candidate Cell cell entry cleavage cleaved Context COVID-19 dissect domain ENhance events foundation function human ACE2 receptor human cell hydrophobicity Infection integration interact isoelectric point membrane fusion Moderna mRNA mRNA-1273 vaccine Pfizer Pfizer/BioNTech prefusion produced protein structure Receptor binding S-2P S1 and S2 SARS-2-S SARS-CoV-2 spike Spike protein subsequent subunits the spike protein translated Transmission Vaccine vaccine candidates Vaccine development variety Viral viral entry Viral variants [DOI] 10.3390/v13010109 PMC 바로가기 [Article Type] Review
The Impact of Awe Induced by COVID-19 Pandemic on Green Consumption Behavior in ChinaArticle Published on 2021-01-112022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, [키워드] Affect affecting analyzed Anxiety association awe Behavior build changes in China Consumption COVID-19 COVID-19 pandemic environmental concern Epidemic Government green green consumption behavior groups help Impact individual induced negative and positive optimism pandemic pathway positive promote psychologically public health emergency respond risk risk aversion Wuhan, China [DOI] 10.3390/ijerph18020543 PMC 바로가기 [Article Type] Article
A Novel Bayesian Optimization-Based Machine Learning Framework for COVID-19 Detection From Inpatient Facility DataComputers and information processing Published on 2021-01-112022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] ADASYN Algorithm Analysis applied approach Bayesian Bayesian optimization build can be used classification Classifier clinically COVID COVID patient COVID-19 COVID-19 patient dataset demonstrated detection Efficacy Efficiency facility feature framework Gradient highest Inpatient inpatient's facility data less machine learning nine novel operable pandemic problems provide random required Support transmitted virus [DOI] 10.1109/ACCESS.2021.3050852 PMC 바로가기 [Article Type] Computers and information processing
A rapid review of the impact of COVID-19 on the mental health of healthcare workers: implications for supporting psychological well-beingResearch Article Published on 2021-01-092022-10-28 Journal: BMC Public Health [Category] COVID-19, MERS, [키워드] addressed Analysis benefit build Care carried China close contact collected Consequences COVID-19 COVID-19 crisis COVID-19 pandemic different time points Effect effort environmental factor Evidence Factor female frontline Gender group Health healthcare higher risk hospital Hospital staff implication indicate Infection Intervention investigated knowledge lack mental health Nurse Other outcome outcomes pandemic Patient Personal protective equipment PPE primary care Psychological psychological Impact Psychological intervention Psychological well-being Psychology recommendations reported Research Resilience Result review risk factor searched Social care staff supplementary material Support Supporting systemic the WHO virus with COVID-19 Workers [DOI] 10.1186/s12889-020-10070-3 PMC 바로가기 [Article Type] Research Article
The European Bioinformatics Institute: empowering cooperation in response to a global health crisisAcademicSubjects/SCI00010 Published on 2021-01-082022-10-31 Journal: Nucleic Acids Research [Category] COVID-19, [키워드] 2020 COVID-19 pandemic available data bioinformatics biomolecular data build clinician collected Community contribute COVID-19 COVID-19 pandemic European European Bioinformatics Institute Health help International professionals provide public health Research researchers resource resources Scientific community Support training [DOI] 10.1093/nar/gkaa1077 PMC 바로가기 [Article Type] AcademicSubjects/SCI00010
Pfam: The protein families database in 2021AcademicSubjects/SCI00010 Published on 2021-01-082022-10-31 Journal: Nucleic Acids Research [Category] COVID-19, MERS, [키워드] added automatically build Cluster Clustering COVID-19 database described domains facilitate improvement Pfam Protein protein sequence proteome provide Region Research resource sequence the SARS-CoV-2 [DOI] 10.1093/nar/gkaa913 PMC 바로가기 [Article Type] AcademicSubjects/SCI00010
CT radiomics facilitates more accurate diagnosis of COVID-19 pneumonia: compared with CO-RADSCT radiomics는 CO-RADS와 비교하여 COVID-19 폐렴의 더 정확한 진단을 용이하게 합니다.Comparative Study Published on 2021-01-072022-09-10 Journal: Journal of Translational Medicine [Category] 진단, 치료기술, [키워드] an area Analysis AUC build calibration curve Chest CT Chest CT image Chest CT images clinical clinical utility clinical variable Cohort Computed tomography COVID-19 COVID-19 pneumonia dataset decision curve analysis develop diagnosing diagnosis of COVID-19 diagnostic enrolled facilitate feature laboratory-confirmed Limited machine learning Non-COVID-19 operator other viral pneumonia Patient performed Pneumonia radiologist Radiomics receiver operating characteristics Result ROC selected Sensitivity and specificity training dataset validation cohort Viral Viral pneumonia [DOI] 10.1186/s12967-020-02692-3 PMC 바로가기 [Article Type] Comparative Study