An overview of literature on COVID-19, MERS and SARS: Using text mining and latent Dirichlet allocationResearch Paper Published on 2020-08-312022-10-29 Journal: Journal of Information Science [Category] COVID-19, [키워드] Community coronavirus COVID-19 effort Health help information latent Dirichlet allocation literature analysis MERS outbreak overlapping public health Research reveal SARS similarity Support text mining threat Visualisation [DOI] 10.1177/0165551520954674 PMC 바로가기 [Article Type] Research Paper
Natural Language Processing for Rapid Response to Emergent Diseases: Case Study of Calcium Channel Blockers and Hypertension in the COVID-19 PandemicOriginal Paper Published on 2020-08-142022-10-30 Journal: Journal of Medical Internet Research [Category] Coronavirus, MERS, [키워드] added adjusted hazard ratio baseline blocker blood pressure calcium channel coronavirus disease COVID-19 COVID-19 infection detectable disease domain Effect EHR Electronic health record Electronic health records emergent disease Epidemic evaluate for inclusion Hospital stay hospitals in-hospital mortality Infection informatics information knowledge language long-term treatment medication medication information multicenter natural natural language processing objective outcome pandemic Patient patients with COVID-19 performed phenotypic positive processing public health Rapid real time response Result Sample size Statistical power statistically suggested text mining treatment effect was obtained was used [DOI] 10.2196/20773 PMC 바로가기 [Article Type] Original Paper
Data and Text Mining Help Identify Key Proteins Involved in the Molecular Mechanisms Shared by SARS-CoV-2 and HIV-1Communication Published on 2020-06-262022-10-30 Journal: Molecules [Category] COVID-19, SARS, [키워드] acute respiratory syndrome antiretroviral drug antiviral drugs applied caused Cell coronavirus CoV Data mining disorder effective Epidemics example HIV-1 Human immunodeficiency virus identify immune response Infection Inflammation involved molecular molecular mechanism mutant New Pandemics pathway Regulation Remdesivir Ritonavir SARS SARS-CoV-2 Spread suggested targets text text mining Therapeutic approach variant virus virus–host interactions [DOI] 10.3390/molecules25122944 PMC 바로가기 [Article Type] Communication
Studies of Novel Coronavirus Disease 19 (COVID-19) Pandemic: A Global Analysis of LiteratureArticle Published on 2020-06-082022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, SARS, [키워드] Analysis approach Care China comprehensive analysis conducted content analysis contributed coronavirus disease country COVID-19 COVID-19 pandemic COVID-19 transmission database effort European Features finding foci guideline help knowledge latent Dirichlet allocation literature mitigate novel pandemic problem Regression Research response Result Scientometrics Stage surgical text mining The United States Topic Transmission Variation viral pathogenesis was performed was used Web of Science [DOI] 10.3390/ijerph17114095 PMC 바로가기 [Article Type] Article
Use of Machine Learning Techniques for Case-Detection of Varicella Zoster Using Routinely Collected Textual Ambulatory Records: Pilot Observational StudyOriginal Paper Published on 2020-05-052024-09-02 Journal: JMIR Medical Informatics [Category] 대상포진, [키워드] electronic health report machine learning technique pediatric infectious disease text mining varicella zoster [DOI] 10.2196/14330 PMC 바로가기 [Article Type] Original Paper
Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease심혈관 질환의 83개 혈장 단백질 바이오마커에 대한 79개 유전자좌 매핑Research Article Published on 2017-04-032022-09-06 Journal: PLoS Genetics [Category] Communicable Disease, [키워드] Affect Analysis approach association associations Author automated Biomarker Blood blood concentration bystander can be used cardiovascular disease cause Cell classic Combination Concentration Coronary artery Coronary artery disease correlation CVD determine disease Epidemiology eQTL evaluate Evidence evidence of expression expression quantitative trait loci Genetic genetic regulation Genetic variant genetic variants genome-wide association genome-wide significant genotyping GWA higher risk highlight human disease identify implicated individual individuals information involved knowledge large cohort leads Ligand loci majority manual curation mapping matrix metalloproteinase mechanism multiplexed immunoassay novel offer plasma plasma protein plasma proteins Protein protein expression protein level protein levels Proteins provide Quantitative RANK recent regulate Regulation Regulatory replicated risk Risk factors stem cell stem cell factor targets text mining the disease turn upstream validation study variant [DOI] 10.1371/journal.pgen.1006706 PMC 바로가기 [Article Type] Research Article
Analysis of Patient Narratives in Disease Blogs on the Internet: An Exploratory Study of Social PharmacovigilanceOriginal Paper Published on 2017-02-242024-09-02 Journal: JMIR Public Health and Surveillance [Category] 대상포진, [키워드] Adverse drug reaction Internet pharmacovigilance social media text mining [DOI] 10.2196/publichealth.6872 PMC 바로가기 [Article Type] Original Paper