Effects of mobility restrictions during COVID19 in ItalyArticle Published on 2021-11-082023-06-12 Journal: Scientific Reports [Category] MERS, [키워드] Complex networks Computational science Phase transitions and critical phenomena [DOI] 10.1038/s41598-021-01076-x PMC 바로가기 [Article Type] Article
Socioeconomic differences and persistent segregation of Italian territories during COVID-19 pandemicArticle Published on 2021-10-272022-10-29 Journal: Scientific Reports [Category] COVID-19, MERS, SARS, [키워드] affected Cluster Clusters Complex networks consequence COVID-19 pandemic determinant feature globe individuals Italian Italian territory Italy lifted Local lockdown pandemic persist regression analysis significantly higher significantly lower Socioeconomic scenarios [DOI] 10.1038/s41598-021-99548-7 PMC 바로가기 [Article Type] Article
Clusters of science and health related Twitter users become more isolated during the COVID-19 pandemicArticle Published on 2021-10-042022-10-04 Journal: Scientific Reports [Category] MERS, SARS, 치료기술, [키워드] characterized Cluster Clustering Community Complex networks Containment measure COVID-19 COVID-19 pandemic dissemination English epidemic disease Epidemiology event Evolution group Health Health Organization identify implication information Interaction International involved less National pandemic real time remained [DOI] 10.1038/s41598-021-99301-0 PMC 바로가기 [Article Type] Article
COVID-19 vaccination and unemployment risk: lessons from the Italian crisisArticle Published on 2021-09-172022-10-29 Journal: Scientific Reports [Category] COVID-19, [키워드] Analysis approach Complex networks country COVID-19 COVID-19 crisis COVID-19 vaccination COVID-19 vaccine death Epidemics Fund increase in induce Italian Italy lockdown Mortality reduction Region Result risk Statistical physics, thermodynamics and nonlinear dynamics Statistics the healthy vaccination Variation Wage [DOI] 10.1038/s41598-021-97462-6 PMC 바로가기 [Article Type] Article
An analysis model of diagnosis and treatment for COVID-19 pandemic based on medical information fusionResearch article Published on 2021-09-012022-10-05 Journal: Information Fusion [Category] 치료법, [키워드] Accuracy Algorithm Algorithms Analysis Analysis model approach Clinical guidelines clinical information Clustering Combination Community complex Complex networks Coronavirus disease 2019 (COVID-19) COVID-19 Critical Diagnosis Diagnosis and treatment distribution electronic medical record evaluation metrics Guidance help heterogeneous information Inpatients key factor machine learning algorithm Medical information fusion Medicine Medicines pandemic physician Seven Spectral Symptom Symptoms Treatment treatment for COVID-19 [DOI] 10.1016/j.inffus.2021.02.016 [Article Type] Research article
Deep learning of contagion dynamics on complex networksArticle Published on 2021-08-052022-10-29 Journal: Nature Communications [Category] Coronavirus, MERS, SARS, [키워드] Accuracy applicability Applied mathematics approach assumption build complementary Complex network Complex networks Contagion COVID-19 outbreak data-driven deep deep learning effective Epidemic Evolution Forecasting Local mechanism offer Perspective prediction Quantitative Spain structures training data [DOI] 10.1038/s41467-021-24732-2 PMC 바로가기 [Article Type] Article
Near-optimal control and threshold behavior of an avian influenza model with spatial diffusion on complex networksArticle Published on 2021-07-282023-06-22 Journal: Mathematical biosciences and engineering : MBE [Category] 조류인플루엔자, [키워드] avian influenza model basic reproduction number Complex networks near-optimal control Spatial diffusion [DOI] 10.3934/mbe.2021321
The role of microRNAs in modulating SARS-CoV-2 infection in human cells: a systematic review인간 세포에서 SARS-CoV-2 감염을 조절하는 microRNA의 역할: 체계적인 검토Article Published on 2021-07-012022-09-11 Journal: Infection, genetics and evolution : journal of mol [Category] SARS, 변종, [키워드] ACE2 addition Analysis applied article association caused cell interactions cleavage Complex network Complex networks COVID-19 COVID-19 patients Critical database disease eligibility criteria Evidence expression level expression levels function Gene Expression gene target Genes Genome Genome sequencing highlight host cells host genes host miRNA host miRNAs host responses human disease human infection in silico independent infected cell Infection infections Interaction microRNA MicroRNAs miRNA miRNAs modulating MOST Mutation Pathologies predicted Prospective PROSPERO Proteins protocol provide Registered regulate reported Research review SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2 isolate SARS-CoV-2 isolates searched selected Sequencing specimen suggested systematic review therapeutic target therapeutic targets TMPRSS2 translation viral genome virus virus infection [DOI] 10.1016/j.meegid.2021.104832 PMC 바로가기 [Article Type] Article
Mobility-based real-time economic monitoring amid the COVID-19 pandemicArticle Published on 2021-06-222022-10-29 Journal: Scientific Reports [Category] COVID-19, MERS, SARS, [키워드] activities approach complex Complex networks consequence Contagion country COVID-19 pandemic dataset detrimental Epidemics European Facebook form France Frequency Germany Google Government granular helping implementation increase induce information Intervention Italy limit methodology Mobility Nonlinear phenomena observé outcome provided Real-time monitoring reduction reveal second wave Spain Spread Statistical physics, thermodynamics and nonlinear dynamics variables Variation [DOI] 10.1038/s41598-021-92134-x PMC 바로가기 [Article Type] Article
Biomedical Text Link Prediction for Drug Discovery: A Case Study with COVID-19Article Published on 2021-05-262022-10-28 Journal: Pharmaceutics [Category] COVID-19, [키워드] Accuracy acute respiratory syndrome Algorithm Anti-inflammatory antiviral therapy Artemisinin Biotin Bone marrow calculated Chloroquine complement complex Complex networks coronavirus Coronaviruses COVID-19 data sets Diseases drug drug candidate Drug discovery Efficacy envelope proteins heterogeneous identify include inhibitors interferon knowledge leukocyte literature review machine learning MERS methotrexate natural language processing nucleoside analogs occur outbreak predict predicted prediction protease inhibitors Proteins Repurposed drug Repurposed drugs SARS Coronavirus SARS-CoV-2 SARS-CoV-2 treatment Side effects Suramin syndrome text text mining Therapies treat vaccination with COVID-19 [DOI] 10.3390/pharmaceutics13060794 PMC 바로가기 [Article Type] Article