A novel unsupervised approach based on the hidden features of Deep Denoising Autoencoders for COVID-19 disease detectionResearch article Published on 2022-04-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy affected Algorithm anomaly detection approach autoencoder build Chest comparison computed tomography (CT) Convolutional autoencoders Coronavirus disease 2019 COVID-19 COVID-19 disease CT scan deep Deep denoising autoencoder effective Effectiveness evaluated feature Feature learning greater hidden identify measure Metrics Patient Pneumonia powerful tool provided reliability robust statistical the disease threshold [DOI] 10.1016/j.eswa.2021.116366 [Article Type] Research article
Statistical modeling of SARS-CoV-2 substitution processes: predicting the next variantSARS-CoV-2 대체 과정의 통계적 모델링: 다음 변종 예측Article Published on 2022-03-292022-09-11 Journal: Communications Biology [Category] SARS, 변종, [키워드] Amino acid amino acid changes amino acid substitution build candidate candidate models Candidates COVID-19 creating eight Factor knowledge Mutation Non-synonymous occur predict random SARS-CoV-2 SARS-CoV-2 sequence SARS-CoV-2 sequences sequence statistical model the SARS-CoV-2 Vaccine design validation process variant variants virus [DOI] 10.1038/s42003-022-03198-y PMC 바로가기 [Article Type] Article
Behavioural Activation for Social IsoLation (BASIL+) trial (Behavioural activation to mitigate depression and loneliness among older people with long-term conditions): Protocol for a fully-powered pragmatic randomised controlled trialBASIL+(사회적 고립을 위한 행동 활성화) 시험(장기 조건을 가진 노인의 우울증과 외로움을 완화하기 위한 행동 활성화): 완전한 실용주의 무작위 통제 시험을 위한 프로토콜Article Published on 2022-03-242022-09-11 Journal: PLoS ONE [Category] 임상, [키워드] 1:1 acceptability Activation Adults Anxiety BASIL build Care clinical clinically ClinicalTrials collected conducted consequence Control Controlled trial COVID-19 COVID-19 pandemic Depression depressive symptom Depressive symptoms eight eligible England evaluate evaluated for inclusion Health health problem Health Service include increased risk information Intervention Isolation life loneliness Long-term condition long-term conditions Mental mental health mitigate Older outcome parallel-group participant Participants physical physically Pragmatic Primary outcome Psychological intervention Quality of life questionnaire randomisation randomised controlled trial receive recruited Registered Research scored secondary Secondary outcomes self-help social isolation stratified Support supported Trial Two-arm usual care worker [DOI] 10.1371/journal.pone.0263856 PMC 바로가기 [Article Type] Article
Post-lockdown changes of age-specific susceptibility and its correlation with adherence to social distancing measures폐쇄 후 연령별 감수성 변화 및 사회적 거리두기 준수와의 상관관계Article Published on 2022-03-172022-09-11 Journal: Scientific Reports [Category] SARS, 변종, [키워드] 95% CI age average risk Bayesian build change community transmission Contact correlation defined effective estimate Evidence Factors group groups heterogeneity highest Impact impacted implementation increase Infection lifted lockdown lowest measure Measures mortality data Older outbreak Pathogens preventive measure preventive measures reduced reducing reduction reported SARS-CoV-2 transmission Seroprevalence social distancing Social distancing measure social distancing measures susceptibility susceptibility to infection Transmissibility Transmission dynamics Transmission model USA vaccination rate variants Variation was reduced [DOI] 10.1038/s41598-022-08566-6 PMC 바로가기 [Article Type] Article
Pandemic Outbreaks and the Language of Violence: Discussing the Origins of the Black Death and COVID-19Review article Published on 2022-03-162022-10-05 Journal: Chest [Category] COVID19(2023년), SARS, 유전자 메커니즘, [키워드] approach Asian Black Death build China conscious COVID-19 Critical Culture disease expert Government history infodemic information language origin outbreak outbreak narratives Outbreaks plague rhetoric tension the SARS-CoV-2 virus The United States Transmission [DOI] 10.1016/j.chest.2022.03.010 [Article Type] Review article
Digital Contact Tracing Apps for COVID-19: Development of a Citizen-Centered Evaluation FrameworkCOVID-19용 디지털 접촉자 추적 앱: 시민 중심 평가 프레임워크 개발Review Published on 2022-03-112022-09-11 Journal: JMIR mHealth and uHealth [Category] 변종, [키워드] administration adoption approach attribute attributes Autonomy build close contact complex Contact Contact tracing COVID-19 COVID-19 vaccine Critical CTA CTAs death development Digital digital contact tracing apps Digital health domain Effectiveness epidemiological Evaluation Evolution example expand exponential growth fatal infections Final foundation framework growth Health Health apps health authorities help Hope information iterative mechanism mHealth Mobile health New offer performance protection provide question Reflection researcher Safe scrutiny selected Seven silent specificity Support timelines tracing Transmission Transparency Usability variant [DOI] 10.2196/30691 PMC 바로가기 [Article Type] Review
Tourists perceptions of Caribbean islands facing environmental threats before the COVID-19 health crisis: Holbox Island and Archipelago of Bocas del ToroResearch Article Published on 2022-03-092022-10-28 Journal: PLoS ONE [Category] Coronavirus, MERS, SARS, [키워드] archipelago build conscious COVID-19 demonstrated driven by Effect environmental threat finding Health help hotspot Impact island knowledge lack Latin America Local overcome Population Prevent promote regions Resilience Result similarity Support survey understanding [DOI] 10.1371/journal.pone.0262014 PMC 바로가기 [Article Type] Research Article
An artificial intelligence deep learning platform achieves high diagnostic accuracy for Covid-19 pneumonia by reading chest X-ray imagesResearch article Published on 2022-03-072022-10-05 Journal: iScience [Category] 비임상, 진단, 치료기술, [키워드] Accuracy analyzed artificial intelligence Bacterial build cause caused Chest X-ray image Chest X-ray images Clinical diagnosis clinical feature coronavirus disease COVID-19 pneumonia Critical deep learning Deep Learning Method detect develop diagnostic healthy individuals lung Lung infection organism Patient platform Pneumonia radiology RNA severity the disease Treatment Viral pneumonia Virology X-ray [DOI] 10.1016/j.isci.2022.104031 [Article Type] Research article
Social-Cyber Maneuvers During the COVID-19 Vaccine Initial Rollout: Content Analysis of TweetsOriginal Paper Published on 2022-03-072022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, SARS, [키워드] Analysis Analyzer anti-vaccine API approval belief BEND maneuvers build characterized collected Combination communication Community competing conducted content coronavirus COVID-19 COVID-19 vaccine Cybersecurity death disinformation domain effective Effectiveness explain facilitate group groups health information initial initial distribution maneuver manipulation media Metrics neutralize objective ORA-PRO organization Pfizer-BioNTech platform positive previous study pro-vaccine programming reducing response to vaccination Result security Side effect social cybersecurity social media social network analysis social-cyber maneuvers spread of COVID-19 the vaccine Twitter vaccinate vaccination Vaccine [DOI] 10.2196/34040 PMC 바로가기 [Article Type] Original Paper
Evaluating COVID-19 control measures in mass gathering events with vaccine inequalitiesArticle Published on 2022-03-072022-10-04 Journal: Scientific Reports [Category] MERS, 변종, [키워드] Algorithm build country COVID-19 COVID-19 vaccines Disease prevalence Diversity Efficacy Evaluating event events facilitated Factor Genetic index infection rates limitation Mathematics and computing measure participant Prevalence provided public health Quantitative recorded significantly spatiotemporal Strategy the disease Vaccine viral infection [DOI] 10.1038/s41598-022-07609-2 PMC 바로가기 [Article Type] Article