EMOCOV: Machine learning for emotion detection, analysis and visualization using COVID-19 tweetsResearch article Published on 2021-05-012022-10-05 Journal: Online Social Networks and Media [Category] 치료기술, [키워드] Accuracy activity affecting Analysis automatically changed coronavirus COVID-19 COVID-19 data data analytics dataset detect develop Emotion analysis emotional Health lockdown machine machine learning mental health negative outperform pandemic physically response responsible selected Topics tracker Twitter Data USA [DOI] 10.1016/j.osnem.2021.100135 [Article Type] Research article
Functional health and symptoms in Spain before and during the COVID-19 pandemicResearch Article Published on 2021-05-012022-10-28 Journal: BMC Public Health [Category] COVID-19, SARS, [키워드] age can be used collected coronavirus disease COVID-19 COVID-19 pandemic cross-sectional emotional female functional health General population general population sample Health health-related quality of life independent less Mental health, Spain pandemic participant Quality of life raised recent finding recruited reported Result SARS-CoV-2 social distancing Spain Spanish supplementary material Symptom symptom burden Symptoms variables [DOI] 10.1186/s12889-021-10899-2 PMC 바로가기 [Article Type] Research Article
The emotional impact of the COVID-19 pandemic on individuals with progressive multiple sclerosisRandomized Controlled Trial Published on 2021-05-012022-10-05 Journal: Journal of Neurology [Category] 임상, [키워드] Administered Anxiety anxiety symptoms baseline change changes in Chronic illness clinically correlated COVID COVID-19 COVID-19 infection COVID-19 pandemic Depression Depressive symptoms disease EDSS emotional Europe Follow-up HADS Impact individual lockdown measure MOST Multiple multiple sclerosis North America pandemic participant Participants physical Progressive Progressive multiple sclerosis Psychological well-being Quality Quality of life randomized clinical trial rehabilitation reported sclerosis shown significantly Spread survey symptoms of depression threshold translate virus while [DOI] 10.1007/s00415-020-10160-7 PMC 바로가기 [Article Type] Randomized Controlled Trial
Perceptions and Experiences of Frontline Urban Indian Organization Healthcare Workers With Infection Prevention and Control During the COVID-19 PandemicSociology Published on 2021-04-302022-10-31 Journal: Frontiers in Sociology [Category] COVID-19, [키워드] absence Alaska American Indian and Alaska Native Analysis Care CDC center coding Community Control Coronavirus disease 2019 Council country COVID-19 COVID-19 pandemic Data analysis emotional Epidemic experience facilitator frontline healthcare workers group Health Health Service Healthcare provider healthcare worker Infection prevention Infectious disease lack Mental mental health minority health National Native organization pandemic participant participated Patient patients Perception Personal protective equipment Perspective Population PPE prevention PROTECT protocol public health ranged representing Significant social determinant the United State Treatment urban urban Indian health organization worker [DOI] 10.3389/fsoc.2021.611961 PMC 바로가기 [Article Type] Sociology
Brief Research Report: The Association Between Educational Experiences and Covid-19 Pandemic-Related Variables, and Mental Health Among Children and AdolescentsPsychiatry Published on 2021-04-292022-10-31 Journal: Frontiers in Psychiatry [Category] COVID-19, [키워드] Administered Adolescent adolescents association children cross-sectional analysis dependent variable Descriptive analysis determine education eight emotional experience First wave Health help IMPROVE independent variable lockdown Measures Mental mental health mental health problem multivariable regression model Novel coronavirus pandemic parent performed preventive intervention Probability problem problems public health authority reduced reported Schools Sociodemographic univariable variable variables wellbeing were assessed [DOI] 10.3389/fpsyt.2021.647456 PMC 바로가기 [Article Type] Psychiatry
LUX: Smart Mirror with Sentiment Analysis for Mental ComfortArticle Published on 2021-04-292022-10-29 Journal: Sensors (Basel, Switzerland) [Category] Coronavirus, MERS, SARS, [키워드] affective computing Analysis CNN Comfort COVID-19 dataset deep learning emotional English functions implementation include Korean lack Mental mental health Mirror Neutral NLP provide Raspberry Pi resulting sentiment analysis significant difference SmaRT smart mirror [DOI] 10.3390/s21093092 PMC 바로가기 [Article Type] Article
Protocol for the Pregnancy During the COVID-19 Pandemic (PdP) Study: A Longitudinal Cohort Study of Mental Health Among Pregnant Canadians During the COVID-19 Pandemic and Developmental Outcomes in Their ChildrenProtocol Published on 2021-04-282022-10-29 Journal: JMIR Research Protocols [Category] COVID-19, [키워드] affected age amplify Anxiety asked association associations Canada Canadian caused change Characteristics Cohort Complete consequence COVID-19 COVID-19 pandemic Depression developmental Effect eligible emotional employment English Enrollment Facebook Factor Follow-up French generate gestation Government Health health condition Identifier individual individuals infant development initial Instagram Intervention knowledge longitudinal media medications objective offspring outcome pandemic Pandemics participant Perceived stress Pregnancy pregnant prenatal Psychological Psychological distress public health measure recruitment reduce repeated report Resilience Result risk Social support Stress study enrollment Support symptoms of depression targets [DOI] 10.2196/25407 PMC 바로가기 [Article Type] Protocol
The qualitative analysis of characteristic of callers to a psychological hotline at the early stage of COVID-19 in ChinaResearch Published on 2021-04-282022-10-28 Journal: BMC Public Health [Category] COVID-19, MERS, SARS, [키워드] adverse effects age Analysis asked average can be used characteristic China collected COVID-19 distress early stage effective emotional Epidemics female Free help indicated information majority Mental state outbreak pandemic Prevalence problem Psychological hotline Psychological intervention Public question reported Result seeking Support the epidemic thought [DOI] 10.1186/s12889-021-10883-w PMC 바로가기 [Article Type] Research
Psychological and Coping Strategies Related to Home Isolation and Social Distancing in Children and Adolescents During the COVID-19 Pandemic: Cross-sectional StudyOriginal Paper Published on 2021-04-272022-10-30 Journal: JMIR Formative Research [Category] COVID-19, [키워드] Administered Adolescent adolescents Anxiety Care change children Cluster collected Compliance coping coping strategies Coping strategy coronavirus Corporation country COVID-19 COVID-19 pandemic cross-sectional Depression determine disadvantage Effect emotional expressed global pandemic Health home Home isolation human-to-human transmission individuals limit maintain Measures Mild MONITOR Novel coronavirus objective p value pandemic parent participant Participants physical pneumonia case prevalent promote Psychological psychological Impact public health Qatar questionnaire Registered Regulation reported Result resulting Sample size SARS-CoV-2 School Schools Screening SMS social distancing social media platform Spread statistically significant Strategy two-tailed Variation virus were excluded Wuhan, China [DOI] 10.2196/24760 PMC 바로가기 [Article Type] Original Paper
Life during the pandemic: an international photo-elicitation study with medical studentsResearch Published on 2021-04-272022-10-28 Journal: BMC Medical Education [Category] COVID-19, MERS, SARS, [키워드] applied asked Community contributed country COVID-19 COVID-19 pandemic distress emotional engage global health Health impacted implication individual individuals International life methodology pandemic participant Photo-elicitation physical activity qualitative analysis Research Resilience Result SARS-CoV-2 School social distancing measures supplementary material virus [DOI] 10.1186/s12909-021-02684-x PMC 바로가기 [Article Type] Research