A novel textual track-data-based approach for estimating individual infection risk of COVID-19Article Published on 2023-01-012023-07-09 Journal: Risk Analysis [Category] COVID19(2023년), [키워드] COVID-19 infection risk risk measurement text mining track data. [DOI] 10.1111/risa.13944 PMC 바로가기
Multiple genome analytics framework: The case of all SARS-CoV-2 complete variantsArticle Published on 2022-11-202022-11-16 Journal: Journal of biotechnology [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] accelerated Algorithm Algorithms analyses analytics ARPaD bioinformatics Biotechnology can be used center Comparisons Complete computational tool COVID-19 dataset Efficiency framework Genome genome sequence genomic help information introduced knowledge LERP-RSA meta-analyses MPaD MuGA Multiple Multiple genome analytics framework organism palindrome pattern polymerase chain primer problem problems question repeated required resource resources SARS-CoV-2 SARS-CoV-2 genome sequence sequence SPaD. Structure text mining Topic variant variants [DOI] 10.1016/j.jbiotec.2022.09.015 PMC 바로가기
Twitter sentiment analysis: An Arabic text mining approach based on COVID-19Article Published on 2022-10-102022-11-16 Journal: Frontiers in Public Health [Category] 치료기술, [키워드] Analysis approach Arabic changed country COVID-19 COVID-19 pandemic Culture dataset effort Express Facebook Government Gulf handling information Instagram Interaction machine learning machine learning - ML media mitigate natural language processing platform problem public health raw data reporter Research sentiment analysis (SA). social media social media platform social media platforms Spread spread of COVID-19 synthetic Synthetic Minority Over-sampling Technique (SMOTE) technique text text mining transmitted virus was done YouTube [DOI] 10.3389/fpubh.2022.966779 PMC 바로가기
Emotions and Topics Expressed on Twitter During the COVID-19 Pandemic in the United Kingdom: Comparative Geolocation and Text Mining AnalysisArticle Published on 2022-10-052022-11-16 Journal: Journal of Medical Internet Research [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] Analysis approach can be used change changed Comparative conditions COVID-19 COVID-19 pandemic declined deep learning deep learning-based method dominant emotion emotion detection epidemiological epidemiological situation Express expressing expression geolocation Government Health increase in measure natural language processing negative emotion Neutral omicron optimism outbreak over pandemic platform positive positive attitude Positive emotion proportion public health sentiment analysis social media text text mining the epidemic thought Topic topic modeling. Twitter United Kingdom vaccination variant [DOI] 10.2196/40323 PMC 바로가기
COVID-19 personal health mention detection from tweets using dual convolutional neural networkResearch article Published on 2022-08-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] addition alleviate approach automated auxiliary CNN condition COVID-19 dataset deep learning detect experiment expressions health condition health monitoring identify identifying information media MONITOR offer pandemic personal health provide public health real time social media spread of COVID-19 Surveillance text mining [DOI] 10.1016/j.eswa.2022.117139 [Article Type] Research article
Drug-Target Network Study Reveals the Core Target-Protein Interactions of Various COVID-19 TreatmentsArticle Published on 2022-07-062022-10-04 Journal: Genes [Category] COVID19(2023년), SARS, 신약개발, [키워드] Analysis Bronchoalveolar lavage fluid cascade caused Cell cell membrane conducted core coronavirus disease COVID-19 COVID-19 symptom CTD curated database death rate Diseases downstream cellular signaling drug Drug discovery drug treatment drug-target drug-target network drugs effort function Genes Human interconnected genes involved knowledge lung Macrophage medications mitigate network Numerous overlapped overlapping pandemic pharmacological target PPI protein-protein interaction receptors reduce risk SARS-CoV-2 virus severe COVID-19 significantly single-cell Symptom T cell target gene text mining Text mining. [DOI] 10.3390/genes13071210 PMC 바로가기 [Article Type] Article
Computational drug repositioning using similarity constrained weight regularization matrix factorization: A case of COVID-19유사성 제약된 가중치 정규화 행렬 인수분해를 이용한 전산 약물 재배치: COVID-19 사례Article Published on 2022-07-012022-09-11 Journal: Journal of Cellular and Molecular Medicine [Category] Coronavirus, 신약개발, [키워드] Accuracy addition approach association Association prediction case study Chemical structure COVID-19 COVID-19 crisis crisis curated database dataset demonstrated develop drug drug-target drug-virus association effort genomic sequencing in silico knowledge matrix factorization negative sample offer reducing reliability selected similarity similarity constrained. text mining virus viruses weight [DOI] 10.1111/jcmm.17412 PMC 바로가기 [Article Type] Article
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