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
Wastewater to clinical case (WC) ratio of COVID-19 identifies insufficient clinical testing, onset of new variants of concern and population immunity in urban communitiesArticle Published on 2022-12-202022-11-16 Journal: The Science of the total environment [Category] COVID19(2023년), SARS, 변종, [키워드] allelic Alpha variant anticipated Canada clinical clinical testing Community complement COVID-19 COVID-19 pandemic decrease Delta VOC diagnostic Effectiveness effort eligibility Endemic epidemiological Epidemiology greater identify Immunity in-depth analysis increases in infection control investigated Metrics occurred omicron Pandemics population immunity proportion public health Public-health reduction reduction in reported required resulting SARS-CoV-2 Seven significant decrease significant increases in significantly Surveillance the disease the SARS-CoV-2 variant variants of concern VoC wastewater wastewater surveillance Wastewater-based epidemiology. [DOI] 10.1016/j.scitotenv.2022.158547 PMC 바로가기
Understanding the dynamic relation between wastewater SARS-CoV-2 signal and clinical metrics throughout the pandemicArticle Published on 2022-12-202022-11-16 Journal: The Science of the total environment [Category] COVID19(2023년), SARS, 변종, [키워드] Alpha variant clinical testing Community complementary COVID-19 COVID-19 disease COVID-19 incidence deaths Delta VOC disease disease incidence Effectiveness expected Hospital admissions ICU admissions immunization incidence Infection Laboratory positive cases Metrics moderate omicron pandemic Population positive SARS-CoV-2 shown Spread Surveillance understanding vaccination vaccination rate Vaccine virulence VoC waned wastewater weakened widespread wildtype WWS. [DOI] 10.1016/j.scitotenv.2022.158458 PMC 바로가기
Comparative epidemiology of five waves of COVID-19 in Mexico, March 2020-August 2022Article Published on 2022-10-312022-11-16 Journal: BMC Infectious Diseases [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] 95% CI age analyzed Antigen association average calculated Care case fatality rates Comorbidities Comparative confirmed case confirmed cases COVID-19 COVID-19 case Critical death declined decrease Demographic factors Epidemic epidemic wave epidemiological Epidemiology estimates Factors Fatality rate FIVE Gender Health highest hospital Hospital admission Hospitalization hospitalizations Hospitalized In-hospital In-hospital death in-hospital mortality incidence increase in individual Intubated intubation intubations laboratory-confirmed male Metrics notable omicron pandemic Patient patients with comorbidities recorded reduction in Regression model risk SARS-CoV-2 SARS-CoV-2. second wave security severe disease severity subsequent Surveillance symptoms onset System vaccination variant were recorded [DOI] 10.1186/s12879-022-07800-w PMC 바로가기
Conceptualising a channel-based overlapping CNN tower architecture for COVID-19 identification from CT-scan imagesArticle Published on 2022-10-282022-11-16 Journal: Scientific Reports [Category] COVID19(2023년), SARS, 변종, [키워드] Accuracy AUC average B.1.1.7 CNN COVID COVID case COVID negative patient COVID-19 CT-scan dataset evaluate feature less lung Metrics mutated network Neural overlapping P.1 positive patient robust SARS-CoV-2 Tongji Hospital virus Wuhan, China [DOI] 10.1038/s41598-022-21700-8 PMC 바로가기
Respondent Fatigue Reduces Dietary Diversity Scores Reported from Mobile Phone Surveys in Ethiopia during the COVID-19 PandemicArticle Published on 2022-10-062022-11-16 Journal: The Journal of Nutrition [Category] 비임상, [키워드] assigned collected comparison country COVID-19 COVID-19 pandemic decrease dietary dietary diversity Diversity Effect Ethiopia Ethiopian experiment fatigue FIVE fixed food group groups highlighting Impact information measure Metrics Mobile Older outcome phone survey Primary outcome question Randomized Randomly reported respondent response response fatigue. score secondary survey trade-off Volume were assessed women [DOI] 10.1093/jn/nxac153 PMC 바로가기
Methods for early characterisation of the severity and dynamics of SARS-CoV-2 variants: a population-based time series analysis in South AfricaArticle Published on 2022-10-012022-11-16 Journal: The Lancet. Microbe [Category] COVID19(2023년), SARS, 변종, [키워드] African age agency aggregate analyses Analysis assessment calculate case ascertainment characterisation Characteristics correlation coefficient COVID-19 data-driven death dependent on develop disease severity Effect epidemic wave epidemiological estimate fluctuation Government Hospital admission hospitalisation hospitalisations individual information interval laboratory data Metrics Older Omicron variant pathogen Population provide public health Public health responses reduced reduction in resource responses robust SARS-CoV-2 severity South South Africa Spread surveillance data variant VoC VOCs [DOI] 10.1016/S2666-5247(22)00182-3 PMC 바로가기
COVID-19 diagnosis using chest CT scans and deep convolutional neural networks evolved by IP-based sine-cosine algorithmArticle Published on 2022-10-012022-11-16 Journal: Medical & biological engineering & computing [Category] COVID19(2023년), SARS, 변종, [키워드] Accuracy Algorithm approach chest CT scan Chest CT scans Computed tomography Convolution COVID-19 COVID-19 diagnosis COVID-19 virus CPU datasets DCNNs determine Diagnosis disease ENhance examined faster Final FIVE generate GPU improvement Internet Internet protocol address lung Lung CT Metrics operative polymerase chain Precision Prevalence protocol ROC SARS-CoV-2 sensitivity Seven Sine-cosine algorithm. specificity subject suggested the SARS-CoV-2 variant [DOI] 10.1007/s11517-022-02637-6 PMC 바로가기
Protocol for a systematic review of interventions targeting mental health, cognition or psychological well-being among individuals with long COVIDArticle Published on 2022-09-292022-11-16 Journal: BMJ Open [Category] meta-analysis, [키워드] Abstract adult psychiatry Affect APA Bia China clinical Clinical practice clinical trial clinician conducted Controlled COVID COVID-19 COVID-19 infection description Effectiveness Efficacy Ethical approval Ethics evaluated Evidence exclusion criteria Health Health Science identify Impact include Inclusion index individual Internet Intervention item literature medium mental health mental health. Meta-analysis Metrics Nursing peer-reviewed physical promote PROSPERO protocol Psychological Psychological well-being PsycINFO registry Reporting required Research researcher respond Result review selected systematic review the WHO [DOI] 10.1136/bmjopen-2022-063846 PMC 바로가기
COVID-19 from the perspective of otorhinolaryngology: An analysis of bibliometricsArticle Published on 2022-09-232022-11-15 Journal: Frontiers in Public Health [Category] SARS, 치료기술, [키워드] 2019 novel coronavirus Analysis analytics archive article articles authors bibliometric analysis citation CiteSpace clinical Collection core coronavirus coronavirus disease country COVID-19 COVID-19 research database detect disease Diseases European feature foundation globe highest index Jin manifestation Metrics MOST NHS original Otolaryngological manifestations Otorhinolaryngology otorhinolaryngology. outbreak pandemic Patient Perspective Quantitative Research SARS-CoV-2 Science Symptom Symptoms technology The United States Thoma Topic Trust university virus VOSviewer Web of Science Wuhan, China [DOI] 10.3389/fpubh.2022.1002686 PMC 바로가기