Machine-learning classification of texture features of portable chest X-ray accurately classifies COVID-19 lung infection휴대용 흉부 엑스레이의 질감 특징에 대한 기계 학습 분류는 COVID-19 폐 감염을 정확하게 분류합니다Research Published on 2020-11-252022-09-01 Journal: BioMedical Engineering OnLine [Category] 진단, [키워드] Accuracy Algorithm Analysis analyzed AUC Bacterial bacterial pneumonia characteristic chest X-ray chest X-rays classification conditions COVID-19 COVID-19 pandemic CXR dataset datasets diagnostic Efficiency feature Feature extraction groups help IMPROVE Lung infection machine learning machine-learning material Morphological morphological feature morphological features Non-COVID-19 other conditions Patient performance performed Physicians Pneumonia Public radiologist Radiologists Result ROC Sensitivity and specificity statistical analysis T Test Texture two-tailed Viral Viral pneumonia Volume was done were used [DOI] 10.1186/s12938-020-00831-x PMC 바로가기 [Article Type] Research
The Evolution of Covid-19 in Italy after the Spring of 2020: An Unpredicted Summer Respite Followed by a Second WaveArticle Published on 2020-11-242022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, [키워드] autumn sharp worsening of epidemics coronavirus COVID-19 Covid-19 in Italy COVID-19 patient decrease Evidence followed by growth health system Human immune system ICU increase in Infection intensive care unit invasive Italian Italy pandemic second severity spring statistical analysis statistical significance summer summer mitigation the disease Wave [DOI] 10.3390/ijerph17238708 PMC 바로가기 [Article Type] Article
Analysis of vitamin D level among asymptomatic and critically ill COVID-19 patients and its correlation with inflammatory markers무증상 코로나19 환자 및 중증 코로나19 환자의 비타민 D 수치 및 염증 지표와의 상관관계 분석Observational Study Published on 2020-11-192022-09-10 Journal: Scientific Reports [Category] 바이오마커, 임상, 치료법, [키워드] administration Affect age approach approval Asymptomatic Asymptomatic COVID-19 characterized Clinical severity college Concentration correlation COVID-19 COVID-19 pandemic COVID-19 patient COVID-19 patients Critically ill current deficiency disease severity endocrinology enrolled ethics committee Factor Fatality rate ferritin flexible group Health care ICU admission IL-6 increased mortality Inflammatory marker inflammatory markers Inflammatory response Microbiology observational study participant Patient patients population at risk Prevalence prospective observational study risk Risk factors serum Serum ferritin Serum IL-6 Serum level severe COVID-19 patients severely ill patient severely ill patients severity Standard statistical analysis study period the disease TNFα translate Variability Vitamin D vitamin D deficiency vitamin D level vitamin D supplement vitamin D supplements was performed were measured [DOI] 10.1038/s41598-020-77093-z PMC 바로가기 [Article Type] Observational Study
Computed tomography characterization and outcome evaluation of COVID-19 pneumonia complicated by venous thromboembolismResearch Article Published on 2020-11-192022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] adverse outcome affected age analyzed assigned Blood BNP C-reactive protein calculated Care Characteristics Chest CT Cohort Comorbidities conducted consecutive patient correlated COVID-19 CT finding D-dimer death described detect Diagnosis discharge disease ECMO elevated evaluated Evidence extracorporeal membrane oxygenation fibrinogen Follow-up Gender higher risk ICU incidence include intensive care interleukin-6 Laboratory lactate dehydrogenase LDH logistic regression model low-dose majority material mechanical ventilation N-terminal NT-proBNP outcome Patient patients performed Pneumonia positive pro-B-type natriuretic peptide pulmonary angiography Result Retrospective study RT-PCR significantly statistical analysis statistically significant symptom onset Symptoms tertiary care hospital threshold thrombosis tomography transfer Treatment troponine two group Two patient Univariate analysis Venous Thromboembolism VTE was performed [DOI] 10.1371/journal.pone.0242475 PMC 바로가기 [Article Type] Research Article
Drr4covid: Learning Automated COVID-19 Infection Segmentation From Digitally Reconstructed RadiographsComputers and Information Processing Published on 2020-11-162022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] annotation approach automated COVID-19 COVID-19 diagnosis COVID-19 infection COVID-19~diagnosis CXR deep learning Detection limit domain DRRS experiment faster heterogeneity IMPROVE indicated Infection Infection Segmentation learning lung positive quantification Radiograph radiological reconstructed Region Segmentation significantly statistical analysis Volume X-ray X-ray imaging [DOI] 10.1109/ACCESS.2020.3038279 PMC 바로가기 [Article Type] Computers and Information Processing
Surviving the surge: Evaluation of early impact of COVID-19 on inpatient pharmacy services at a community teaching hospitalObservational Study Published on 2020-11-162022-10-05 Journal: American journal of health-system pharmacy : AJHP [Category] 임상, [키워드] Analysis Care clinical Community Comparisons conducted coronavirus coronavirus disease COVID-19 COVID-19 admission COVID-19 pandemic Dispensing effective evaluated exploratory Health health system healthcare hospital Hydroxychloroquine Intervention medication medications not differ operational outcome pandemic per day pharmacokinetic Pharmacy reduced reduction Result service significantly statistical analysis student [DOI] 10.1093/ajhp/zxaa189 PMC 바로가기 [Article Type] Observational Study
Relationship between Phobic Anxiety in Work and Leisure Activity Situations, and Optimistic Bias Associated with COVID-19 among South KoreansArticle Published on 2020-11-142022-10-30 Journal: International Journal of Environmental Research an [Category] Coronavirus, SARS, [키워드] activities activity addition analysis of variance Bia conducted COVID-19 COVID-19 pandemic frequency analysis Government increase in individuals Infection Infectious disease investigated Korean leisure leisure activity Local maintain measure mitigate optimistic bias phobic anxiety relationship South South Korean statistical analysis Support with COVID-19 women work [DOI] 10.3390/ijerph17228436 PMC 바로가기 [Article Type] Article
Analyzing inter-reader variability affecting deep ensemble learning for COVID-19 detection in chest radiographsResearch Article Published on 2020-11-122022-10-28 Journal: PLoS ONE [Category] COVID-19, MERS, SARS, [키워드] affecting Algorithm annotation approach benefit Characteristics Chest chest X-ray CNNs Coronavirus disease 2019 COVID-19 CXR deep learning disease estimation help highlight IMPROVE knowledge Level limitation parameter performance random region of interest ROI several limitations Simultaneous Stage statistical analysis Support truth Variability [DOI] 10.1371/journal.pone.0242301 PMC 바로가기 [Article Type] Research Article
Rejuveinix Shows a Favorable Clinical Safety Profile in Human Subjects and Exhibits Potent Preclinical Protective Activity in the Lipopolysaccharide-Galactosamine Mouse Model of Acute Respiratory Distress Syndrome and Multi‐Organ FailurePharmacology Published on 2020-11-102022-10-31 Journal: Frontiers in Pharmacology [Category] COVID-19, [키워드] activity acute lung injury acute respiratory distress adverse event AEs Affect Alpha Anti-inflammatory anti-inflammatory agents ARDS Cancer clinical Clinical course Clinical practice clinical study Compliance complications coronavirus disease COVID-19 COVID-19 patient Cytokine release syndrome dose-dependent dose-escalation double-blind evaluate examined exhibited failure GRADE growth factor healthy histopathological examination Human ICH include Inflammatory cytokine ingredient interleukin-6 intravenous Liver damage Model mortality rate mouse multi-organ dysfunction multi-organ failure Necrosis New niacinamide Patient patients phosphate placebo-controlled platform Pneumonia potent Preclinical Prevent profile Protective Pulmonary edema Randomized reduce respiratory response Riboflavin SAEs Safety safety profile Sepsis Serious Adverse Event Shock show Standard statistical analysis subject subjects survival syndrome Tolerability Treatment was performed [DOI] 10.3389/fphar.2020.594321 PMC 바로가기 [Article Type] Pharmacology
Efficacy of human coronavirus immune convalescent plasma for the treatment of corona virus disease -19 disease in hospitalized children A protocol for systematic review and meta analysis6200 Published on 2020-11-062022-10-30 Journal: Medicine [Category] COVID-19, SARS, [키워드] acute respiratory syndrome Analysis children children with COVID-19 China Cochrane Library convalescent plasma coronavirus COVID-19 COVID-19 patients data extraction database disease effective Effectiveness Evidence global pandemic Hospitalized immune Infrastructure Meta analysis protocol Registration Research researcher resulting statistical analysis systematic review therapy treat Treatment viral infection Virus Disease was used Web of Science World Health Organization [DOI] 10.1097/MD.0000000000022017 PMC 바로가기 [Article Type] 6200