Detecting COVID-19 patients based on fuzzy inference engine and Deep Neural NetworkResearch article Published on 2021-02-012022-10-05 Journal: Applied Soft Computing [Category] Coronavirus, 치료기술, [키워드] Accuracy approach average binding classification connectivity coronavirus COVID-19 COVID-19 patient Critical deep detect detection efficiency Experimental result feature Feature selection Features Friedman Fuzzy logic graph hybrid identify indicate Infectious disease introduced lowest network Neural outperform Precision provide RANK recall selected shown Space Spread statistically Strategy Test [DOI] 10.1016/j.asoc.2020.106906 [Article Type] Research article
Multi-resolution visualization and analysis of biomolecular networks through hierarchical community detection and web-based graphical tools계층적 커뮤니티 감지 및 웹 기반 그래픽 도구를 통한 생체 분자 네트워크의 다중 해상도 시각화 및 분석Research Article Published on 2020-12-222022-09-10 Journal: PLoS ONE [Category] MERS, SARS, 치료기술, 치료제, [키워드] Algorithm Analysis approach case study centric Community complex complex interaction conducted connectivity correlated correlation enrichment analyses enrichment analysis exploration feasible functional group hidden Hierarchical hierarchy human host Interpretation introduced performed Protein Proteins SARS-CoV2 shown user Visualization web application [DOI] 10.1371/journal.pone.0244241 PMC 바로가기 [Article Type] Research Article
Disease control across urban–rural gradients도시-농촌 구배에 걸친 질병 통제1004 Published on 2020-12-092022-09-10 Journal: Journal of the Royal Society Interface [Category] MERS, SARS, 치료기술, 치료제, [키워드] activity acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 conditions connectivity Contact controlling coronavirus correlation disease disease control disease spread effective Efficacy Epidemic epidemiological metapopulation dynamics frequencies infected individuals initial Intervention Isolation local outbreak local outbreaks lockdown lockdowns measure Outbreaks pandemic control Population reduced reducing Region respiratory reversed SARS-CoV-2 severe acute respiratory syndrome Coronavirus source–sink dynamics Spread strength symptomatic case symptomatic cases symptomatic individual symptomatic individuals the strongest Transmission transmission rate transmission rates Travel urban populations [DOI] 10.1098/rsif.2020.0775 PMC 바로가기 [Article Type] 1004
L1000 connectivity map interrogation identifies candidate drugs for repurposing as SARS-CoV-2 antiviral therapiesShort Communication Published on 2020-12-062022-10-04 Journal: Computational and Structural Biotechnology Journal [Category] 신약개발, 치료제, [키워드] Antiviral antiviral agent candidate drug Cell clinical trial condition connectivity Connectivity map coronavirus Coronavirus infection COVID-19 determine Drug repurposing Drug screening Efficacy Evidence facilitate gene expression profile identify include Inference Map potential therapy protease SARS-CoV-2 SARS-CoV-2 antiviral therapy Therapies therapy TMPRSS2 transcript Transcriptome utility [DOI] 10.1016/j.csbj.2020.11.054 PMC 바로가기 [Article Type] Short Communication
Identity-by-descent with uncertainty characterises connectivity of Plasmodium falciparum populations on the Colombian-Pacific coast불확실성이 있는 혈통별 신원 확인은 콜롬비아 태평양 연안에 있는 Plasmodium falciparum 개체군의 연결성을 특징짓습니다.Research Article Published on 2020-11-162022-09-06 Journal: PLoS Genetics [Category] Communicable Disease, [키워드] Accessibility accounted analyses analysis approach approach coast collected component components confidence interval Confidence intervals connectivity descent disease disease control distance ecological epidemiological studies Epidemiological study Epidemiology estimate event FIVE fraction Fractions Frequency genetic data Genotype greater group Hypothesis IBD identify identity implication include Interpretation Intervention knowledge malaria malaria parasite malaria parasites methodological monoclonal organism Organisms P. falciparum parasite parasites Plasmodium Plasmodium falciparum Plasmodium falciparum malaria Population populations presenting Previous studies promote recent required separated Space statistically threshold thresholds Transmission whole genome sequence [DOI] 10.1371/journal.pgen.1009101 PMC 바로가기 [Article Type] Research Article
Underlying Mechanisms and Candidate Drugs for COVID-19 Based on the Connectivity Map DatabaseGenetics Published on 2020-10-272022-10-31 Journal: Frontiers in Genetics [Category] COVID-19, [키워드] ACE2 ACE2 expression acute respiratory syndrome Analysis analyzed angiotensin-converting enzyme 2 antiviral drug BALF BALF cell Bronchoalveolar lavage fluid candidate candidate drug Cell cells clinical trial co-expressed connectivity coronavirus coronavirus disease Coronavirus disease 2019 correlated COVID-19 database DEGs differentially expressed gene down-regulated gene drug effective expression functional enrichment functions gene cluster Genes healthy homologous identify immune defense immune dysfunction immune response indicated lung Map mechanism mRNA translation patients patients with COVID-19 performed positively correlated potential drugs public health crisis receptor reduce reflected regulatory agency Result RNA SARS-CoV SARS-CoV infection SARS-CoV-2 severe acute respiratory syndrome coronavirus 2 synaptic transcriptome profile Transmission treat Treatment underlying mechanisms up-regulated Vaccine viral proliferation [DOI] 10.3389/fgene.2020.558557 PMC 바로가기 [Article Type] Genetics
Coronavirus: COVID-19 Transmission in Pacific Small Island Developing StatesBrief Report Published on 2020-07-282022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, SARS, [키워드] analysis average connectivity coronavirus Coronavirus pandemic COVID-19 COVID-19 transmission Developing economic impact Health care system highlight Impact impacts implication incidence of COVID-19 International island mitigate Pacific islands Pacific region Pacific Small Island Development States pandemic Pandemics pathway per day Prevent recorded reduced selected Spread spread of COVID-19 state Transmission [DOI] 10.3390/ijerph17155409 PMC 바로가기 [Article Type] Brief Report
Combatting Social Isolation Among Older Adults in a Time of Physical Distancing: The COVID-19 Social Connectivity ParadoxPublic Health Published on 2020-07-212022-10-31 Journal: Frontiers in Public Health [Category] Coronavirus, MERS, SARS, [키워드] aging network complex connectivity continuum COVID-19 COVID-19 pandemic Depression distanced connectivity example feasible IMPROVE Isolation loneliness maintain mitigate Older organization paradox physical distance physical distancing provide provided public health reduce resulting risk Safe Screening service provision social connectivity social isolation Social service time [DOI] 10.3389/fpubh.2020.00403 PMC 바로가기 [Article Type] Public Health
Host transcriptome-guided drug repurposing for COVID-19 treatment: a meta-analysis based approachBioinformatics Published on 2020-06-102022-10-28 Journal: PeerJ [Category] COVID-19, [키워드] acute respiratory syndrome adopted Analysis anti-viral activity approach approved caused cell type CFB connectivity coronavirus Coronavirus disease 2019 COVID-19 CXCL2 CXCL3 drug Drug repurposing DrugBank early infection effective Evidence expression expression profile Factor Factors Gene Expression gene product Host host transcriptome Ifi44 inhibitor Map Meta-analysis pandemic PTGS2 reported required respiratory infection viruses Result SARS-CoV-2 SARS-COV-2 infection subject therapeutic strategy Treatment TYMP upregulated World Health Organization XAF1 [DOI] 10.7717/peerj.9357 PMC 바로가기 [Article Type] Bioinformatics