Toward Using Twitter for Tracking COVID-19: A Natural Language Processing Pipeline and Exploratory Data SetCOVID-19 추적을 위해 Twitter를 사용하는 방법: 자연어 처리 파이프라인 및 탐색 데이터 세트Original Paper Published on 2021-01-222022-09-10 Journal: Journal of Medical Internet Research [Category] MERS, 치료기술, [키워드] annotation application programming interface applied automatically bidirectional center Classifier collected complementary Control coronavirus COVID-19 COVID-19 outbreak Data mining data set develop disease control dual English Epidemiology evaluate expression expressions filtered future work identify infodemiology language Metadata natural natural language natural language processing objective Pandemics prevention processing programming random Random sample reported resource Result social media Spread spread of COVID-19 test results the United State The United States transformer transformers United States user utility [DOI] 10.2196/25314 PMC 바로가기 [Article Type] Original Paper
Quality and readability of web-based Arabic health information on COVID-19: an infodemiological studyResearch Article Published on 2021-01-182022-10-28 Journal: BMC Public Health [Category] COVID-19, MERS, [키워드] analyzed Arabic assessment average calculator code COVID-19 criteria eligibility eligible foundation General population GRADE health information infodemiology JAMA journal Level measure misinformation public health Quality reading Result searched simple supplementary material the mean website [DOI] 10.1186/s12889-021-10218-9 PMC 바로가기 [Article Type] Research Article
Digital Health Literacy and Web-Based Information-Seeking Behaviors of University Students in Germany During the COVID-19 Pandemic: Cross-sectional Survey StudyOriginal Paper Published on 2021-01-152022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, [키워드] addition age analyzed Behavior Behaviour Bivariate analyses conducted connection containment strategies coronavirus COVID-19 COVID-19 pandemic cross-sectional determine Digital Digital health dimension dimensions early stage evaluate faster female FIVE Germany Government Health health information Improving indicated infodemic infodemiology information instrument interfere investigated literacy male measure media National objective opposite problem proportion Protective public health public health authority reliability Result searched Sex significant difference Sociodemographic characteristics stratified student survey university university student website Wikipedia with COVID-19 YouTube [DOI] 10.2196/24097 PMC 바로가기 [Article Type] Original Paper
YouTube Videos Demonstrating the Nasopharyngeal Swab Technique for SARS-CoV-2 Specimen Collection: Content AnalysisOriginal Paper Published on 2021-01-142022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, [키워드] Accuracy association blinded collected content content analysis coronavirus COVID-19 database demonstrated Demonstrating determine diagnostic digital epidemiology ear error evaluate evaluated exclusion criteria False negative false-negative greater Health care worker infodemiology Linear regression analysis majority Multiple Nasopharyngeal swab nasopharyngeal swab test nose objective operator PCR polymerase chain Prevalence provided Result SARS-CoV-2 SARS-CoV-2 detection SARS-COV-2 infection searched sensitivity statistical significance study inclusion Swab technique Testing variable video viral testing was determined was performed YouTube [DOI] 10.2196/24220 PMC 바로가기 [Article Type] Original Paper
Investigating and Improving the Accuracy of US Citizens’ Beliefs About the COVID-19 Pandemic: Longitudinal Survey StudyOriginal Paper Published on 2021-01-122022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, [키워드] Accuracy age baseline belief belief accuracy boosting CNN conducted Consensus coronavirus correlated COVID-19 COVID-19 pandemic death Final Follow-up Fox Gender IMPROVE Improving infodemic infodemiology information Interpretation Intervention less liberal longitudinal Media use misinformation MOST New Novel coronavirus objective p value pandemic participant Participants peaked political orientation Prevalence question ranged reduce reflected Result retention risk second significantly social distancing survey susceptibility the United State The United States Trust in scientists virus [DOI] 10.2196/24069 PMC 바로가기 [Article Type] Original Paper
A Novel Machine Learning Framework for Comparison of Viral COVID-19–Related Sina Weibo and Twitter Posts: Workflow Development and Content AnalysisOriginal Paper Published on 2021-01-062022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, [키워드] addition adopted analyses applied association category Clustering analysis coding communication content content analysis content feature extraction COVID-19 COVID-19 pandemic Critical cross-cultural comparison develop development distributions epidemiological feature framework Health health emergency identify infodemiology infoveillance lack machine machine learning media novel objective performed Prevalence quantified reduction responses Result Sina Weibo social media social media platform social media platforms subsequent the disease Twitter Workflow [DOI] 10.2196/24889 PMC 바로가기 [Article Type] Original Paper
Electronic Cigarette Users’ Perspective on the COVID-19 Pandemic: Observational Study Using Twitter DataOriginal Paper Published on 2021-01-052022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, MERS, [키워드] Analysis both group cigarette collected concern COVID-19 COVID-19 infection COVID-19 pandemic dataset death determine develop Electronic cigarette Express expressed groups had more immune response indicated individual infodemiology longitudinal change Neutral objective Observational Perspective platform positive Practitioner previous study programming public health response Result risk sentiment analysis severe symptom shown social media social media platform the disease Topic topic modeling Twitter unique user viral infections Vulnerable was collected was performed with COVID-19 [DOI] 10.2196/24859 PMC 바로가기 [Article Type] Original Paper
Time Trends of the Public’s Attention Toward Suicide During the COVID-19 Pandemic: Retrospective, Longitudinal Time-Series StudyOriginal Paper Published on 2020-12-302022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, MERS, [키워드] Analysis association Attention Canada Clarifying clinical setting correlated country Course COVID-19 COVID-19 pandemic crisis determine effort elicited Evidence Google Google Trends Health care system help ideation increased risk infodemiology infoveillance Intervention knowledge longitudinal Mental mental health Netherland New objective pandemic Patient platform positive Result retrospective school closure significant difference significantly statistically suggested Suicide the epidemic the United State time Time series time trend trend United Kingdom was performed was used [DOI] 10.2196/24694 PMC 바로가기 [Article Type] Original Paper
COVID-19 Symptom-Related Google Searches and Local COVID-19 Incidence in Spain: Correlational StudyOriginal Paper Published on 2020-12-182022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, [키워드] alleviate approach Behavioral epidemiology big data Care center complementary correlation COVID-19 COVID-19 case COVID-19 pandemic Critical dependent on disease Evolution Forecast Google H1N1 influenza Health help incidence of COVID-19 individual infodemiology infosurveillance linear nowcasting objective offer outbreak pandemic Pandemics plague population level predict predicted provided public health real time reported Result smart data Spain statistical the epidemic time lag tracking trend [DOI] 10.2196/23518 PMC 바로가기 [Article Type] Original Paper
Social Media Insights Into US Mental Health During the COVID-19 Pandemic: Longitudinal Analysis of Twitter DataOriginal Paper Published on 2020-12-142022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, SARS, [키워드] Analysis analytics analyzed average Care change changes in characterized collected corpus COVID-19 COVID-19 pandemic Dictionary domain Effect effort English language events Evolution exacerbate examined expected Express Government granularity Health health care systems implication Increased individual individuals infodemiology informatics infoveillance insight Isolation large cohort longitudinal measure mechanism media mental health objective pandemic peaking Repository Research respond Result second sentiment analysis significantly social distancing social media social media platform the United State time-consuming timeline Topic Twitter United States valence Volume [DOI] 10.2196/21418 PMC 바로가기 [Article Type] Original Paper