Social media-based COVID-19 sentiment classification model using Bi-LSTMResearch article Published on 2023-02-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Bi-LSTM can be used COVID-19 dataset deep learning Effect Health Internet Long media Metrics mitigate natural language processing pandemic public health Reddit Sentiment classification social media social media platforms [DOI] 10.1016/j.eswa.2022.118710 [Article Type] Research article
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
Mindfulness and Defense Mechanisms as Explicit and Implicit Emotion Regulation Strategies against Psychological Distress during Massive Catastrophic EventsArticle Published on 2022-10-042022-11-15 Journal: International Journal of Environmental Research an [Category] 진단, [키워드] COVID-19 COVID-19 pandemic Defense defense mechanisms distress early phase emotion Emotion regulation emotional event explicit greater IES-R influence Interaction Italy limit massive mechanism mechanisms mindfulness moderate positive Post-traumatic stress symptoms predict predictor Psychological psychological health R 2 recruited Regulation response significantly social media platforms spread of COVID-19 Strategy Stress stressful situations subjects Symptom were assessed [DOI] 10.3390/ijerph191912690 PMC 바로가기
A scoping review of COVID-19 online mis/disinformation in Black communities흑인 커뮤니티의 COVID-19 온라인 잘못된 정보에 대한 범위 검토Review Published on 2022-07-232022-09-11 Journal: Journal of Global Health [Category] 변종, [키워드] affected African American Americans article assertion black black people Canadian Canadians CINAHL Community confidence contribute COVID-19 COVID-19 infection COVID-19 pandemic COVID-19 vaccination COVID-19 vaccine COVID-19 virus database distrust Epidemic Facebook fake news Government Health herd immunity Immunity Impact implication inclusion criteria information inside or outside Instagram Intervention involved lack media misinformation organizations programming promote Public health intervention Public health interventions qualitative data reached receive Research researchers retrieved screened searched social media social media platform social media platforms thematic analysis Transmission Treatment Vaccine hesitancy variants virus WhatsApp YouTube [DOI] 10.7189/jogh.12.05026 PMC 바로가기 [Article Type] Review
SARS-CoV-2 variants and the global pandemic challenged by vaccine uptake during the emergence of the Delta variant: A national survey seeking vaccine hesitancy causesSARS-CoV-2 변종과 Delta 변종 출현 중 백신 섭취로 도전받는 세계적 대유행: 백신 주저성을 찾는 전국 조사Article Published on 2022-07-012022-09-11 Journal: Journal of infection and public health [Category] COVID19(2023년), SARS, 변종, [키워드] Analysis cause children collected conducted contribute COVID-19 COVID-19 infection COVID-19 vaccination COVID-19 vaccine COVID-19 vaccine hesitancy COVID-19 vaccine uptake cross-sectional survey Delta delta variant Effectiveness effort emergence family history females global pandemic Health healthcare worker herd immunity Hesitancy infected with COVID-19 information less Measures media men Ministry of Health misinformation much lower Multivariate analysis National NEWS P-value pandemic parent parental parents participant Participants Public receive reported SARS-CoV-2 SARS-CoV-2 Delta variant SARS-CoV-2 variant SARS-CoV-2 variants Saudi Arabia Saudi Arabia national survey. seeking social media social media platform social media platforms Sociodemographic Spread subject the vaccine vaccinate vaccination Vaccination Status Vaccine Vaccine hesitancy variable variant variants with COVID-19 women [DOI] 10.1016/j.jiph.2022.06.007 PMC 바로가기 [Article Type] Article
Medications and natural products used in Jordan for prevention or treatment of COVID-19 infection during the second wave of the pandemic: A cross-sectional online surveyResearch article Published on 2022-06-012022-10-05 Journal: Saudi Pharmaceutical Journal : SPJ [Category] 치료법, [키워드] affected age Analysis analyzed conducted coronavirus COVID-19 COVID-19 infection COVID-19 pandemic cross-sectional cross-sectional survey dietary supplements drug female form Google Healthcare provider increase in Jordan medication MOST multiple logistic regression natural products Pain pandemic participant Pharmacist reported risk second wave Side effect significantly social media platform social media platforms Statistical Package study participant Supplement Treatment Vitamin C [DOI] 10.1016/j.jsps.2022.03.006 [Article Type] Research article
Social media and attitudes towards a COVID-19 vaccination: A systematic review of the literatureResearch article Published on 2022-05-202022-10-05 Journal: EClinicalMedicine [Category] 변종, [키워드] Affect Analysis analyzed article association categories CINAHL cofactor coronavirus disease COVID-19 COVID-19 pandemic COVID-19 vaccination COVID-19 vaccine COVID-19 vaccines cross-sectional study domination evaluated event events Evidence excluded finding fluctuation funding global effort global health inclusion criteria individual individuals information limit media moderate NOS outcome Pandemics performed platform positive public health Public health intervention Registered reported Research scale Social behaviors social media social media platforms systematic review vaccination vaccination intention Vaccine Vaccine hesitancy vaccine intention viral infections was used Web of Science [DOI] 10.1016/j.eclinm.2022.101454 [Article Type] Research article
Wearing face masks and possibility for dry eye during the COVID-19 pandemicObservational Study Published on 2022-04-132022-10-05 Journal: Scientific Reports [Category] 임상, [키워드] age All participant association Awareness Contact coronavirus disease COVID-19 COVID-19 pandemic cross-sectional eligible Face mask Face masks female incidence participant Participants protective factor questionnaire Questionnaires reduced reported risk selected Sex social media platforms Standard submitted suggested Symptom Trial registration wearing wearing face mask worsened [DOI] 10.1038/s41598-022-07724-0 PMC 바로가기 [Article Type] Observational Study
Psychological stress self-help interventions for healthcare workers in the context of COVID-19 in China: A randomized controlled trial protocolResearch article Published on 2022-04-012022-10-05 Journal: Internet Interventions [Category] 임상, [키워드] 1:1 applied assessment assigned assistant baseline block randomization Chinese collected conducted control group control subject COVID-19 effective Effectiveness eligible participant evaluate expected facilitate frontline healthcare worker Guangzhou health emergency healthcare healthcare worker Healthcare workers help Infectious disease information Intervention intervention group management mental health mental health problem outcome Pandemics Perceived Stress Scale performed Primary outcome protocol Psychological Psychological stress Public public health Randomized controlled trial Randomly receive Research screening questionnaire secondary self-help social media platforms Stress stress level Symptom Trial two group World Health Organization [DOI] 10.1016/j.invent.2022.100541 [Article Type] Research article
Self-reported symptoms of mask-associated dry eye: A survey study of 3,605 peopleObservational Study Published on 2022-04-012022-10-05 Journal: Contact lens & anterior eye : the journal of the British Contact Lens [Category] COVID19(2023년), SARS, 임상, [키워드] age analysed association Clinical sign COVID-19 COVID-19 pandemic cross-sectional described Dry Dry eye exacerbated eye care face Face mask Factor female form General population Google identify increase in mitigate ocular Ocular discomfort. participant Patient positive Prevalence professional proportion reported SARS-CoV-2 self-reported symptom Sex social media platforms Spread spread of COVID-19 Symptom Symptoms widespread [DOI] 10.1016/j.clae.2021.01.003 PMC 바로가기 [Article Type] Observational Study