Detecting COVID-19 in Chest X-Ray Images via MCFF-NetMCFF-Net을 통한 흉부 X선 영상에서 COVID-19 감지Research Article Published on 2021-06-182022-09-11 Journal: Computational Intelligence and Neuroscience [Category] MERS, SARS, 치료기술, [키워드] Accuracy acute respiratory syndrome acute respiratory syndrome coronavirus assist Attention caused channel Characteristics chest X-ray clinician Convolutional neural network coronavirus country COVID-19 COVID-19 case COVID-19 diagnosis CXR Efficiency experimental results fusion Image IMPROVE lack limitations Medical resources mitigate module network PCAF Precision respiratory Respiratory disease RT-PCR SARS-CoV-2 sensitivity severe acute respiratory syndrome Coronavirus specificity spread of COVID-19 time-consuming with COVID-19 [DOI] 10.1155/2021/3604900 PMC 바로가기 [Article Type] Research Article
Investigating the drivers of the spatio-temporal heterogeneity in COVID-19 hospital incidence—Belgium as a study caseResearch Published on 2021-06-142022-10-30 Journal: International Journal of Health Geographics [Category] COVID-19, MERS, SARS, [키워드] affecting Analysis approach association associations Belgium boosted regression trees can be used Community country covariates COVID-19 COVID-19 epidemic COVID-19 hospitalisation COVID-19 pandemic develop driver Epidemic exhibiting feasibility Health heterogeneity hospital hospitalisation Hospitalisation incidence identifying impacted incidence Infection lack limitations Local Measures mitigate Mortality National overcome predict Predictive model Result resulting Spatial covariates supplementary material Taking Temporal covariates variables Variation [DOI] 10.1186/s12942-021-00281-1 PMC 바로가기 [Article Type] Research
Methylprednisolone Pulses Plus Tacrolimus in Addition to Standard of Care vs. Standard of Care Alone in Patients With Severe COVID-19. A Randomized Controlled TrialMedicine Published on 2021-06-142022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] 95% CI addition Administered adverse event all-cause mortality assigned clinical combined use conducted control group Controlled COVID-19 COVID-19 patients cumulative dose Efficacy and safety evaluate event experimental group hazard ratio hospitalized patient Identifier IMPROVE Infection Inflammation Inflammatory inhibitors limitations limited sample size Lung injury median Methylprednisolone non-randomized study non-serious adverse Open-label Patient Primary outcome pulse randomization Randomized RCT receiving SARS-CoV-2 secondary outcome Secondary outcomes severe COVID-19 significantly significantly lower single-center SOC stability Stage Standard Standard of care statistically significant subsequent tacrolimus the SARS-CoV-2 therapy Treatment Trial triggered two groups [DOI] 10.3389/fmed.2021.691712 PMC 바로가기 [Article Type] Medicine
COVID-19 pulmonary consolidations detection in chest X-ray using progressive resizing and transfer learning techniquesResearch article Published on 2021-06-052022-10-05 Journal: Heliyon [Category] 치료기술, [키워드] Analysis applied assist baseline cause chest X-ray Chest X-ray analysis clinical CNN computation consolidation COVID-19 deep Diagnosis evaluation criteria exhibit facilitate Factor febrile illness health center highlight imperative implication inherent Interpretation knowledge learning limitations Lower respiratory tract lung network Neural Pneumonia Prognosis Progressive Progressive resizing pulmonary Pulmonary consolidations radiological resource reuse Saliency maps SARS-CoV-2 syndrome the patient transfer transfer learning viral outbreak X-ray [DOI] 10.1016/j.heliyon.2021.e07211 [Article Type] Research article
Appropriateness of lung ultrasound for the diagnosis of COVID ‐19 pneumoniaResearch Article Published on 2021-05-242022-11-01 Journal: Health Science Reports [Category] COVID-19, [키워드] 95% CI Admission biochemical Clinical features Combination Computerized tomography conducted COVID COVID‐19 COVID‐19 Critical care CXR diagnosing Diagnosis ICU inflammatory markers intensive care interstitial pneumonia Kuwait Laboratory limitations lobar lung Lung imaging Lung ultrasound median age men nasopharyngeal offer outbreak Patient performed Pneumonia positive released Result RT‐PCR RT‐PCR test RT‐PCR sensitivity Sensitivity and specificity specificity Swab the patient transferred Two patient ultrasonic sign [DOI] 10.1002/hsr2.302 PMC 바로가기 [Article Type] Research Article
The socio-spatial determinants of COVID-19 diffusion: the impact of globalisation, settlement characteristics and populationResearch Published on 2021-05-202022-11-01 Journal: Globalization and Health [Category] COVID-19, [키워드] absence anticipated Characteristics coronavirus country COVID-19 COVID-19 case COVID-19 diffusion COVID-19 transmission Defense determinant diffusion disease driver epidemiological explain Exploratory analysis global pandemic Globalisation greater Hierarchical household size Human Development Impact Infectious disease Interaction Johns Hopkins University knowledge limitations Model Older outcome population density populations predict predictor quantile regression regions Regression model replicated reported Repository Research Result Spatial diffusion Spread supplementary material sustained total population urbanisation vaccination variable Virological while widespread [DOI] 10.1186/s12992-021-00707-2 PMC 바로가기 [Article Type] Research
SalivaSTAT: Direct-PCR and Pooling of Saliva Samples Collected in Healthcare and Community Setting for SARS-CoV-2 Mass SurveillanceArticle Published on 2021-05-192022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] alleviate CDC comparable COVID-19 diagnostic evaluated extraction extraction-free FDA homogenization limitation limitations mass media PerkinElmer pooling positive protocol quantification RT-PCR RT-PCR assay RT-PCR kits RT-PCR test Saliva saliva sample Sample SARS-CoV-2 setting stages tested Treatment widespread [DOI] 10.3390/diagnostics11050904 PMC 바로가기 [Article Type] Article
Lifestyle and Sociodemographic Parameters Associated with Mental and Physical Health during COVID-19 Confinement in Three Ibero-American Countries. A Cross-Sectional Pilot StudyArticle Published on 2021-05-192022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, SARS, [키워드] association Comorbidities Comorbidity country COVID-19 cross-sectional determine dimensions evaluated female highest individual lifestyle limitation limitations mental health observation parameter physical physical activity pilot study presence of comorbidities Quality of life regression analysis reported Sex smoking Sociodemographic Spain survey variable [DOI] 10.3390/ijerph18105450 PMC 바로가기 [Article Type] Article
Generation of Synthetic Chest X-ray Images and Detection of COVID-19: A Deep Learning Based ApproachArticle Published on 2021-05-182022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] abnormality Accuracy acute respiratory distress affected Algorithm approach ARDS caused chest X-ray CNNs Contact COVID-19 COVID-19 detection COVID-19 virus CXR dataset deep deep learning detect detection develop discharge disease feature Feature selection generate Generation generative adversarial network harmony Harmony Search help identify Image individual initial screening learning limit limitations lung Mild symptom MOST nasal network Neural organ overcome performed positive Radiographic reduce Saliva Spread syndrome synthetic synthetic data generation the SARS-CoV-2 virus X-ray [DOI] 10.3390/diagnostics11050895 PMC 바로가기 [Article Type] Article
COVID-19 pandemic experiences of parents caring for children with oesophageal atresia/tracheo-oesophageal fistulaPatient Perspective Published on 2021-05-182022-10-28 Journal: BMJ Paediatrics Open [Category] Coronavirus, Fulltext, MERS, SARS, [키워드] Analysis Anxiety approach Care children Community COVID-19 COVID-19 pandemic Delay demonstrated described developmental disease employment Escalation evaluated Future Health healthcare healthcare service impacts information Inpatient Isolation limitations magnitude measure pandemic parent parental parents participant Participants Patient positioned positive qualitative research Rapid reported Result risk Safe Support thematic analysis [DOI] 10.1136/bmjpo-2021-001077 PMC 바로가기 [Article Type] Patient Perspective