Mental health-related communication in a virtual community: text mining analysis of a digital exchange platform during the Covid-19 pandemicArticle Published on 2022-06-252023-07-09 Journal: BMC Psychiatry [Category] COVID19(2023년), [키워드] COVID-19 mental health sentiment analysis text mining Virtual communities. [DOI] 10.1186/s12888-022-04080-1 PMC 바로가기
Development of Keyword Trend Prediction Models for Obesity Before and After the COVID-19 Pandemic Using RNN and LSTM: Analyzing the News Big Data of South KoreaArticle Published on 2022-04-292023-07-09 Journal: Frontiers in Public Health [Category] COVID19(2023년), [키워드] COVID-19 pandemic LSTM obesity text mining topic modeling analysis. [DOI] 10.3389/fpubh.2022.894266 PMC 바로가기
Non-negative matrix factorization temporal topic models and clinical text data identify COVID-19 pandemic effects on primary healthcare and community health in Toronto, CanadaArticle Published on 2022-04-012023-07-08 Journal: Journal of biomedical informatics [Category] COVID19(2023년), [키워드] COVID-19 electronic medical record non-negative matrix factorization Temporal topic modelling text mining Time series analysis [DOI] 10.1016/j.jbi.2022.104034 PMC 바로가기
Topical analysis of migration coverage during lockdown in India by mainstream print mediaResearch Article Published on 2022-02-172022-10-28 Journal: PLoS ONE [Category] Coronavirus, COVID19(2023년), MERS, SARS, [키워드] affected agglomerative hierarchical clustering Analysis article Bag Clustering country Coverage COVID employment English Hindu Implementing India lockdown majority measure media Migration Neutral pandemic performed positive text mining The Time Topic topical Transport widespread [DOI] 10.1371/journal.pone.0263787 PMC 바로가기 [Article Type] Research Article
Release and Demand of Public Health Information in Social Media During the Outbreak of COVID-19 in ChinaPublic Health Published on 2022-02-102022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] activity approaches asymptomatic infection caused changed China Chinese collected contributed Council COVID-19 Demand Depression economy recovery global pandemic Government Guidance information information demand information supply knowledge media outbreak pandemic platform provided Public Release released social media Stage state text mining WeChat [DOI] 10.3389/fpubh.2021.829589 PMC 바로가기 [Article Type] Public Health
COVID-19 Vaccine Tweets After Vaccine Rollout: Sentiment–Based Topic ModelingOriginal Paper Published on 2022-02-082022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] applied AstraZeneca automated calculated categories changed collected Community COVID-19 COVID-19 vaccine COVID-19 vaccines demonstrated determine distribution effective effort evaluate Evolution extreme heatmap help information Johnson & Johnson knowledge media modeling Moderna Neutral objective pandemic Pfizer positive programming promote Research Result sentiment evolution Side effect social media study period text mining the vaccine Topic topic modeling vaccinate vaccination Vaccine Vaccine hesitancy widespread [DOI] 10.2196/31726 PMC 바로가기 [Article Type] Original Paper
The potential role of procyanidin as a therapeutic agent against SARS-CoV-2: a text mining, molecular docking and molecular dynamics simulation approachSARS-CoV-2에 대한 치료제로서 프로시아니딘의 잠재적 역할: 텍스트 마이닝, 분자 도킹 및 분자 역학 시뮬레이션 접근Article Published on 2022-02-012022-09-11 Journal: Journal of biomolecular structure & dynamics [Category] COVID19(2023년), SARS, 유전자 메커니즘, 치료법, [키워드] ACE2 affinity Analysis angiotensin Angiotensin-converting enzyme angiotensin-converting enzyme 2 approach arise binding energy calculated caused Cluster co-occurrence COVID COVID 19 Critical enzyme flavonoid Frequency Helicase Human hydrogen Hydrogen bond hydrogen bonds hydrophobic hydrophobic interaction hydrophobic interactions identify inhibit Interaction mechanism membrane molecular molecular docking molecular dynamics Molecular dynamics simulation Molecular mechanics MPro network network analysis Novel coronavirus nucleocapsid outbreak performed plant plants procyanidin procyanidin. Protein receptors Replication SARS-CoV-2 screened Spike protein Spike proteins surface area text text mining the SARS-CoV-2 therapeutic trimeric van der Waal Van der Waals van der Waals interactions virus [DOI] 10.1080/07391102.2020.1823887 PMC 바로가기 [Article Type] Article
Facilitators and barriers to compliance with COVID-19 guidelines: a structural topic modelling analysis of free-text data from 17,500 UK adultsResearch Published on 2022-01-062022-10-28 Journal: BMC Public Health [Category] Coronavirus, SARS, [키워드] activity adherence Adults Analysis Characteristics collected Complete Compliance Contact contributed COVID-19 COVID-19 pandemic demonstrated Face mask facilitator Factor Free-text data Government Guidance Identified impacts IMPROVE lockdown measure Measures mental health Non-pharmaceutical interventions normality Pandemics potential risk provide raised receive reduce required Research response Result risk social distancing social isolation Spread Structural topic modelling supplementary material Support text mining Topic UK Government virus with COVID-19 women [DOI] 10.1186/s12889-021-12372-6 PMC 바로가기 [Article Type] Research
Core genes involved in the regulation of acute lung injury and their association with COVID-19 and tumor progression: A bioinformatics and experimental study급성 폐 손상의 조절 및 COVID-19 및 종양 진행과의 연관성에 관여하는 핵심 유전자 : 생물 정보학 및 실험 연구Research Article Published on 2021-11-222022-09-10 Journal: PLoS ONE [Category] MERS, 유전자 메커니즘, 진단, [키워드] acute lung injury administration analysed anti-inflammatory agents Anti-inflammatory therapy association Atla bioinformatics Bioinformatics analysis cancers caused CCL2 changes in core correlation COVID-19 patient COVID-19 patients datasets DEGs Dexamethasone differentially expressed gene Differentially expressed genes down-regulation element expression functional annotation gene expression pattern gene expression patterns identify Ifi44 infectious involved LPS lung lung damage Lung inflammation lung inflammatory response Lung injury lung tissue marker mechanism mice Mmp8 molecular molecular markers molecular mechanism molecular mechanisms murine murine model neoplasia NODAL non-infectious overlap pathology Patient Plaur progression protein-protein interaction Ptx3 reconstruction Regulation regulatory network respiratory reversed RSAD2 Rtp4 Saa1 SARS-CoV-2 SARS-COV-2 infection SERPINE1 SOCS3 survival susceptible systemic inflammation text mining therapeutic target therapeutic targets Timp1 up-regulated were assessed whole-genome microarray with COVID-19 [DOI] 10.1371/journal.pone.0260450 PMC 바로가기 [Article Type] Research Article
The Psychological and Behavioral Patterns of Online Psychological Help-Seekers before and during COVID-19 Pandemic: A Text Mining-Based Longitudinal Ecological StudyArticle Published on 2021-11-022022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, SARS, [키워드] Analysis Anxiety changes in Characteristics China contributed COVID-19 COVID-19 outbreak COVID-19 pandemic Depression ecological effective Factor Government growth Health intervene lack longitudinal mental health mental health problem online mental health service online psychological help-seeking behavior pandemic pattern platform Practitioner Prevent Psychological psychological problem Psychological problems remained Seven significantly Stage text text mining [DOI] 10.3390/ijerph182111525 PMC 바로가기 [Article Type] Article