A Novel Approach on Deep Learning-Based Decision Support System Applying Multiple Output LSTM-Autoencoder: Focusing on Identifying Variations by PHSMs’ Effect over COVID-19 Pandemic다중 출력 LSTM-Autoencoder를 적용한 딥 러닝 기반 의사 결정 지원 시스템에 대한 새로운 접근 방식: COVID-19 팬데믹에 대한 PHSM의 영향에 따른 변이 식별을 중심으로Article Published on 2022-06-012022-09-11 Journal: International Journal of Environmental Research an [Category] 변종, 치료기술, [키워드] addition Analysis Anomaly Applying approach caused changes in confirmed case COVID-19 COVID-19 pandemic decision decision support system deep deep learning demonstrated Effect Effectiveness Effects expected failure Focusing identifying implementation increase in information limitation LSTM-Autoencoder measure methodology Multiple novel outbreak output overcome Previous studies previous study provide provided Public public health public health and social measures (PHSMs). reflect Research restriction statistical model Support Support System System transfer Usability utilization variant Variation variations virus [DOI] 10.3390/ijerph19116763 PMC 바로가기 [Article Type] Article
COVID-DAI: A novel framework for COVID-19 detection and infection growth estimation using computed tomography imagesCOVID-DAI: 컴퓨터 단층 촬영 이미지를 사용한 COVID-19 감지 및 감염 성장 추정을 위한 새로운 프레임워크Article Published on 2022-06-012022-09-11 Journal: Microscopy research and technique [Category] 변종, 치료기술, [키워드] affecting Alpha Analysis approach assist Beta calculate can not classification complex complicate computation Computed tomography coronavirus COVID-19 COVID-19 infection COVID-19 pandemic COVID-19 segmentation COVIDx dataset datasets Delta DenseNet-77 Diagnosis Efficacy ENhance evaluated example Frame framework Gamma growth healthy healthy samples high mortality rate Infection infection growth estimation. Initially introduced module other disease other diseases overcome parameters Patient patients performed pneumonia images predict Prevent Quantitative reducing risk of death robust Segmentation severity similarity the patient Time frame Treatment UNET variants Variation virus was performed [DOI] 10.1002/jemt.24088 PMC 바로가기 [Article Type] Article
Protocol for a mixed methods process evaluation of the Promoting Resilience in Nurses (PRiN) trial간호사의 회복탄력성 증진(PRiN) 시험의 혼합 방법 프로세스 평가를 위한 프로토콜Article Published on 2022-06-012022-09-11 Journal: International journal of mental health nursing [Category] Coronavirus, 임상, [키워드] adaptation Affect approach behavioural cognitive Complex interventions Controlled trial controls COVID-19 COVID-19 pandemic Data analysis Data collection Effect emotional evaluate explain facilitator facilitators Factor finding Follow-up growth Health healthcare help identify Impact implementation include increasingly integration Intention mental health mental health nursing mental health service Nurse Nurses outcome outcomes post-traumatic Process process evaluation Promoting protocol public mental health Randomized Randomized controlled trial recruitment Regulation Resilience resilience programme. Satisfaction selected Self-efficacy Stress theory Trial Variation [DOI] 10.1111/inm.12989 PMC 바로가기 [Article Type] Article
Altered IgG glycosylation at COVID-19 diagnosis predicts disease severityCOVID-19 진단 시 변경된 IgG 글리코실화는 질병 중증도를 예측합니다Article Published on 2022-06-012022-09-11 Journal: European Journal of Immunology [Category] COVID19(2023년), MERS, SARS, 바이오마커, 진단, [키워드] Activation agalactosylation Altered analyzed appear asialylation. association Biomarker Blood breadth circulating Coverage COVID-19 COVID-19 diagnosis COVID-19 disease COVID-19 pathogenesis COVID-19 patient deficiency demonstrated Diagnosis disease disease course disease severity galactose glycan glycosylation IFN-γ IgG IgG Fc IgG Fc glycosylation IgGs immune activation immune response immune responses Immunity Immunoglobulin immunoglobulins indicate individual induce Inflammation N-glycan NK cell NK cells Pathogenesis Patient patients predict Predictive pro-inflammatory SARS-CoV-2 sialic acid Structure TNF-α Vaccine Variation variations with COVID-19 [DOI] 10.1002/eji.202149491 PMC 바로가기 [Article Type] Article
Safety and Comfort of Wearing Medical Masks in Adult Surgical Patients After General Anesthesia During the COVID-19 Epidemic: A Retrospective, Observational Cohort StudyObservational Study Published on 2022-06-012022-10-05 Journal: Journal of perianesthesia nursing : official journal of the American [Category] 임상, [키워드] adverse event Anesthesia applied Blood blood pressure breathing room air caused Comfort Complication complications COVID-19 COVID-19 epidemic different time point general anesthesia group Hypoxemia Mask Medical mask medical masks no significant difference noninvasive not reduce observation oxygen saturation Oxygen therapy PACU Patient patient comfort. pulse Retrospective study Safety selected significant difference surgical treated two group two groups Variation wearing wearing mask were recorded [DOI] 10.1016/j.jopan.2021.04.013 PMC 바로가기 [Article Type] Observational Study
A global report on the dynamics of COVID-19 with quarantine and hospitalization: A fractional order model with non-local kernelResearch article Published on 2022-06-012022-10-05 Journal: Computational biology and chemistry [Category] 유전자 메커니즘, [키워드] ABC America Americas Analysis Asia Asymptomatic Atangana-Baleanu (ABC) Fractional Derivative basic reproduction number calculated classical COVID-19 decrease Disease Free Equilibrium eight Endemic Endemic Equilibrium Europe high risk Hospitalized individuals infected individual Infection infection rate mathematical MATLAB parameter parameters predicted quarantine rate of infection reduce reported shown Spread susceptible symptomatic Treatment Variation was obtained [DOI] 10.1016/j.compbiolchem.2022.107645 [Article Type] Research article
Evaluation of a Wastewater-Based Epidemiological Approach to Estimate the Prevalence of SARS-CoV-2 Infections and the Detection of Viral Variants in Disparate Oregon Communities at City and Neighborhood ScalesSARS-CoV-2 감염의 유병률을 추정하기 위한 폐수 기반 역학 접근 방식 평가 및 도시 및 인근 지역 규모의 이질적인 오레곤 커뮤니티에서 바이러스 변이체 감지Article Published on 2022-06-012022-09-11 Journal: Environmental health perspectives [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] addition Affect Analysis Asymptomatic Asymptomatic cases authority B.1 city clinically communicable Community Concentration correlated correlation COVID-19 demography detection disease disparate door eight Epidemiology estimate Estimated event examined greater Health authority hotspot identify indicated Infection infections location log nasal swab neighborhood Pearson positive positive correlations Prevalence Previous studies previous study public health quantified Quantitative R 2 Randomized ranged reliability reported SARS-CoV-2 SARS-CoV-2 RNA SARS-CoV-2 variant SARS-CoV-2 variants scalability scale sequenced significantly Surveillance tested Treatment Variation variations wastewater [DOI] 10.1289/EHP10289 PMC 바로가기 [Article Type] Article
Viral Load of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in Respiratory Aerosols Emitted by Patients With Coronavirus Disease 2019 (COVID-19) While Breathing, Talking, and Singing호흡하고, 말하고, 노래하는 동안 코로나바이러스 질병 2019(COVID-19) 환자가 방출하는 호흡기 에어로졸에서 중증 급성 호흡기 증후군 코로나바이러스 2(SARS-CoV-2)의 바이러스 부하Article Published on 2022-05-302022-09-11 Journal: Clinical Infectious Diseases: An Official Publicat [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] accounted acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 aerosol aerosol transmission Aerosols Airborne transmission Asymptomatic breath breathing coronavirus coronavirus 2 coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 patient COVID-19 patients detectable determine driving expiratory exposure to Isolating load Multiple N gene pandemic participant Participants Patient presymptomatic produced ranged respiratory respiratory aerosol respiratory aerosols RNA SARS-CoV-2 SARS-CoV-2 RNA SARS-CoV-2 RNA copies SARS-CoV-2 RNA copy SARS-CoV-2 transmission SARS-CoV-2 variant severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 singing superspreading event superspreading events talking Variation Viral load viral loads Viral RNA virus virus culture while [DOI] 10.1093/cid/ciab691 PMC 바로가기 [Article Type] Article
The impacts of remote learning in secondary education during the pandemic in Brazil Research Published on 2022-05-262022-10-05 Journal: Nature human behaviour [Category] 치료법, [키워드] Brazil changes in control group coronavirus disease COVID-19 Effect Impact intention-to-treat outcome pandemic risk School state Taking Variation [DOI] 10.1038/s41562-022-01350-6 [Article Type] Research
Evaluating the performance characteristics of five lateral flow assays for the detection of the SARS-CoV-2 nucleocapsid antigenSARS-CoV-2 뉴클레오캡시드 항원 검출을 위한 5가지 측면 유동 분석의 성능 특성 평가Article Published on 2022-05-252022-09-11 Journal: Scientific Reports [Category] COVID19(2023년), SARS, 진단, 치료기술, 치료법, [키워드] 95% CI Accuracy acquisition age assays caution Chain Reaction Characteristics China collected Community complement complementary costly COVID-19 COVID-19 negative COVID-19 pandemic diagnostic Diagnostic accuracy early diagnosis ENCODE Evaluating facilitate female FIVE hospitalised individuals with COVID-19 Infection Inpatient Italy lateral flow MHRA nucleocapsid antigen outcomes Oxygenation Participants Patient patients with COVID-19 PCR testing performed polymerase chain polymerase chain reaction protocol ranged reverse-transcriptase polymerase chain reaction Rome RT-PCR RT-PCR assay RT-PCR assays RT-PCR testing SARS-CoV-2 SARS-CoV-2 antigen sensitivity swabbing the SARS-CoV-2 thresholds variable Variation was performed WHO [DOI] 10.1038/s41598-022-12805-1 PMC 바로가기 [Article Type] Article