Depression and Psychological-Behavioral Responses Among the General Public in China During the Early Stages of the COVID-19 Pandemic: Survey StudyOriginal Paper Published on 2020-09-042022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, SARS, [키워드] Analysis attenuate China conducted convenience sampling COVID-19 COVID-19 outbreak COVID-19 pandemic cross-sectional survey Depression detrimental effect early stage Factor Health indicated management Multiple regression analysis multivariate logistic regression objective PHQ-9 Prevalence provided Psychological psychological health Public questionnaire raising Regression response Result resulting Social support Spread Stage suffered Support survey the disease the general public [DOI] 10.2196/22227 PMC 바로가기 [Article Type] Original Paper
COVID-19: beta-thalassemia subjects immunised?Research article Published on 2020-09-012022-10-05 Journal: Medical Hypotheses [Category] SARS, 유전자 메커니즘, [키워드] analyzed Beta thalassemia beta-thalassemia contagious coronavirus correlated correlation COVID-19 COVID-19 infection COVID19 demonstrated disease Evolution Favipiravir heme hemoglobin heterozygote hypothese Immunity immunization Italian region Italy Multiple linear regression Novel coronavirus Pneumonia population prevalence prevalences Regression Research respiratory distress respiratory infectious disease Sardinia SARSCoV-2 Statistics subject virus [DOI] 10.1016/j.mehy.2020.109827 [Article Type] Research article
COVID-19 Mortality Rate Prediction for India Using Statistical Neural Network ModelsPublic Health Published on 2020-08-282022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, SARS, [키워드] Accuracy applied Basis correlation COVID-19 COVID-19 mortality dataset death case develop error evaluated function Generalized generalized regression neural network (GRNN) IMPROVE India Model mortality rate prediction (MRP) network Neural non-linear autoregressive (NAR) performed PNN Population predict predicted prediction probabilistic neural network (PNN) Radial radial basis function neural network (RBFNN) Rate Regression root root mean square error (RMSE) SNN square statistical neural network (SNN) [DOI] 10.3389/fpubh.2020.00441 PMC 바로가기 [Article Type] Public Health
Predicting and analyzing the COVID-19 epidemic in China: Based on SEIRD, LSTM and GWR modelsResearch Article Published on 2020-08-272022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] Accuracy Affect Analysis China comparable country COVID-19 COVID-19 epidemic demonstrated Epidemic evaluate heterogeneity implication intensity Long National Novel coronavirus occurred pandemic performed Pneumonia predict provided R 2 Regression significance level Spread the epidemic were used Wilcoxon test Wuhan [DOI] 10.1371/journal.pone.0238280 PMC 바로가기 [Article Type] Research Article
Modernization of Regression Models to Predict the Number of Deaths from the New Coronavirus InfectionFrom the Editors Published on 2020-08-272022-10-28 Journal: Modern Technologies in Medicine [Category] COVID-19, MERS, [키워드] 95% CI absolute increase approach available data calculated China coefficient coronavirus country COVID-19 COVID-19 epidemic death epidemiological IBM IMPROVE incidence incidence of COVID-19 increase in Infection International Italy knowledge Linear regression analysis manifestation material Model modernization Modification multivariate regression model New New coronavirus number outcomes Patient predicting infection-associated mortality. predicting the outcome of infection Predictive prognostic proportion reached Regression Regression model resulting RStudio Russia SARS-CoV-2 Severe case SPSS Statistics the disease was performed [DOI] 10.17691/stm2020.12.4.01 PMC 바로가기 [Article Type] From the Editors
Role of Biochemical Markers in Invasive Ventilation of Coronavirus Disease 2019 Patients: Multinomial Regression and Survival AnalysisInternal Medicine Published on 2020-08-262022-10-31 Journal: Cureus [Category] COVID-19, [키워드] 95% confidence interval acute respiratory distress acute respiratory syndrome Admission Affect age airway Analysis applied biochemical marker C-reactive protein (CRP carried conducted contributing to coronavirus coronavirus disease COVID-19 COVID-19 patients creatinine CRP D-dimer death discharge disease distributions elevated female group hemoglobin hospitalized COVID-19 patients hypernatremia ICU Infectious diseases intensive care invasive invasive ventilation Kaplan-Meier survival curve Laboratory laboratory investigation lactate dehydrogenase LDH leucocyte Leukocytosis log-rank test Lungs Lymphocytes lymphocytopenia males marker material Mortality multinomial logistic regression multinomial regression Neutrophils Non-invasive non-invasive ventilation non-survivor observation Odds ratio Pakistan pandemic pathogen Patient patients PCT positive positive airway pressure predict presenting Pulmonology raised Regression Respiratory failure Respiratory Support Respiratory system responsible Result risk stratification role SARS-CoV-2 serum Serum ferritin serum sodium significantly sodium statistically subject Supplemental oxygen therapy survival survivor syndrome the patient urea Ventilated Ventilation ventilator was performed [DOI] 10.7759/cureus.10054 PMC 바로가기 [Article Type] Internal Medicine
COVID-19 Lockdown and Its Adverse Impact on Psychological Health in Breast CancerPsychology Published on 2020-08-242022-10-31 Journal: Frontiers in Psychology [Category] COVID-19, [키워드] addition Adverse affected affective Analysis Anxiety Breast Breast cancer Care clinical variables Cognition cognitive Cognitive function Coronavirus disease 2019 COVID-19 COVID-19 patients Depression diagnosed disorder Effect emotional expressing Impact implementation increased risk indicated Intervention oncology online questionnaire outbreak outcome pandemic predicted promote Psycho-Oncology Regression reported Resilience resource Result shielding significant effect significantly Sociodemographic United Kingdom women [DOI] 10.3389/fpsyg.2020.02033 PMC 바로가기 [Article Type] Psychology
Impact of Wearing Masks, Hand Hygiene, and Social Distancing on Influenza, Enterovirus, and All-Cause Pneumonia During the Coronavirus Pandemic: Retrospective National Epidemiological Surveillance StudyOriginal Paper Published on 2020-08-202022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, [키워드] Analysis contribute coronavirus disease COVID-19 COVID-19 pandemic database decrease disease Diseases enterovirus enterovirus infection epidemiological hand Health hygiene Impact incidence Influenza Influenza virus linear regression analyses Masks National Novel coronavirus objective pandemic performed Pneumonia prevention prevention of COVID-19 produced promoted R 2 Regression reported Result SARS-CoV-2 significant decrease social distancing Statistics Surveillance System Taiwan viral infection wearing wearing masks [DOI] 10.2196/21257 PMC 바로가기 [Article Type] Original Paper
A multimethod approach for county-scale geospatial analysis of emerging infectious diseases: a cross-sectional case study of COVID-19 incidence in GermanyResearch Published on 2020-08-132022-10-30 Journal: International Journal of Health Geographics [Category] COVID-19, MERS, [키워드] Additive Analysis approach association Bayesian build built environment Characteristics Community Contagion contribute correlations COVID-19 COVID-19 case COVID-19 incidence cross-sectional demonstrated Epidemic exhibited Exploratory Spatial Data Analysis (ESDA) feature Final geographical location Germany GIS identify incidence incidence rate incidence rates independent variable indicated Indicator Infectious disease interaction effect Interpretation iterative Local machine learning machine learning analysis measure Model Partial predictor predictor variable provided reduce reducing Regression reported Research Result Risk factors SARS-CoV-2 significantly social distancing socioeconomic status Travel tree unique variable variables Variation Viral transmission were used with COVID-19 [DOI] 10.1186/s12942-020-00225-1 PMC 바로가기 [Article Type] Research
Assessment of Mental Health Factors among Health Professionals Depending on Their Contact with COVID-19 PatientsArticle Published on 2020-08-122022-10-30 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, [키워드] adjusted age Anxiety assessment Asthma Autoimmune diseases Contact contact with control group COVID-19 Depression Diabetes Mellitus Diseases Effects elevated Factor GAD-7 Gender Generalized Generalized Anxiety Disorder scale (GAD-7), Patient Health Questionnaire (PHQ), Insomnia Severity Index (ISI) Healthcare professional healthcare worker high risk hypertension individual infected with SARS-CoV-2 Insomnia Severity Index intensive care unit intensive care units involved ISI mental health much higher Occurrence Patient PHQ-9 professional Psychological Regression risk SARS-CoV-2 SARS-CoV-2 pandemic SARS-CoV-2-infected patient severity sleep disorder smoking Symptom the study group [DOI] 10.3390/ijerph17165849 PMC 바로가기 [Article Type] Article