Explainable Machine Learning for Early Assessment of COVID-19 Risk Prediction in Emergency DepartmentsComputational and Artificial Intelligence Published on 2020-10-262022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] abnormality acute respiratory syndrome approach assessment associative Associative tree automatically Boruta feature selection build Care characteristic Chest Classifier clinical data analysis clinician coronavirus correlated COVID-19 COVID-19 patients criteria CXR death Department effective Emergency forest Generalized linear model generalized linear models Johns Hopkins University Laboratory machine learning missing data imputation number of comorbidities Patient predict prediction presenting radiological Radiologists random forest classifier required Result risk risk prediction robust SARS-CoV-2 selected sensitivity shown Spread Support variable variables virus with COVID-19 worldwide pandemic [DOI] 10.1109/ACCESS.2020.3034032 PMC 바로가기 [Article Type] Computational and Artificial Intelligence
Multi–Criteria–Decision–Analysis (MCDA) for the Horizon Scanning of Health Innovations an Application to COVID 19 EmergencyArticle Published on 2020-10-262022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, MERS, SARS, [키워드] Analysis application assessment carried caused concerning conducted Contact COVID 19 COVID-19 domain Emergency Evidence Health technology assessment Horizon horizon scanning Innovation Italy methodology multi-criteria decision analysis pandemic Perceived risk Priority setting reported respond scanning score technology [DOI] 10.3390/ijerph17217823 PMC 바로가기 [Article Type] Article
2019 Novel Coronavirus-Infected Pneumonia on CT: A Feasibility Study of Few-Shot Learning for Computerized Diagnosis of Emergency DiseasesComputational and artificial intelligence Published on 2020-10-222022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] 2019 novel coronavirus-infected pneumonia approach approval AUC automated Chest Chest CT clinically collected COVID-19 COVID-19 patient develop Diagnosis diagnostic decision Digital effective Emergency emerging disease Endemic few-shot learning help IRB learning lesion Lung disease mortality rate novel pandemic Patient physician Pneumonia Probability Radiography reference standard reported serious complication severity therapeutic drug Transmissibility Vaccine [DOI] 10.1109/ACCESS.2020.3033069 PMC 바로가기 [Article Type] Computational and artificial intelligence
Impact of COVID-19 on Dental Emergency Services in Cluj-Napoca Metropolitan Area: A Cross-Sectional StudyArticle Published on 2020-10-222022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, SARS, [키워드] acute apical periodontitis Care conducted COVID-19 COVID-19 pandemic dental Department Emergency emergency dental services emergency service Epidemiology Health Impact impacted Medicine Patient patients Periodontitis Pharmacy proportion public health Quality of life receiving retrieved Retrospective analysis Romania SARS-CoV-2 seeking significantly higher state treated Treatment university [DOI] 10.3390/ijerph17217716 PMC 바로가기 [Article Type] Article
The Emergency Response Capacity of Plant-Based Biopharmaceutical Manufacturing-What It Is and What It Could BePlant Science Published on 2020-10-202022-10-31 Journal: Frontiers in Plant Science [Category] COVID-19, [키워드] affected approval biopharmaceutical Capacity COVID-19 pandemic Culture deaths diagnostic reagents Emergency emergency response Epidemic highlight implication infections limitation mammalian cell molecular pandemic pandemic disease Perspective plant plant molecular farming platform public health emergency rapid scalability Regulatory regulatory approval response responses severe acute respiratory syndrome coronavirus 2 severity transient expression Vaccines [DOI] 10.3389/fpls.2020.594019 PMC 바로가기 [Article Type] Plant Science
Differential Diagnosis and Hospital Emergency Management for Fastlane Treatment of Central Nervous System Infection Under the COVID-19 Epidemic in Changsha, ChinaNeurology Published on 2020-10-202022-11-01 Journal: Frontiers in Neurology [Category] COVID-19, [키워드] acute respiratory syndrome caused Central nervous system China Clinical practice CNS CNS infection Corona virus corona virus disease 2019 coronavirus COVID-19 COVID-19 outbreak COVID-19 patients cross diagnosing Diagnosis diagnostic differential diagnosis disease disturbance of consciousness Dizziness Efficiency Emergency Epidemic epidemic prevention and control Government headache hospital IMPROVE Improving Infection infections initial limb management manifestation nervous Neurological symptom non-specific nosocomial observation paralysis Patient problem resource SARS-CoV-2 Seizures Symptom System Treatment upper respiratory tract [DOI] 10.3389/fneur.2020.555202 PMC 바로가기 [Article Type] Neurology
Are Pandemics Gender Neutral? Women’s Health and COVID-19Global Women's Health Published on 2020-10-192022-10-31 Journal: Frontiers in Global Women's Health [Category] COVID-19, [키워드] Affect concern coronavirus disease COVID-19 COVID-19 pandemic death disease Ebola virus disease Emergency exacerbate example Gender Gender inequality Health healthcare include margin mental health Outbreaks pandemic physical Public Public health response Spread WHO women women's health World Health Organization Wuhan, China Zika virus [DOI] 10.3389/fgwh.2020.570666 PMC 바로가기 [Article Type] Global Women's Health
Health-Care Services as a Platform for Building Community Resilience among Minority Communities: An Israeli Pilot Study during the COVID-19 OutbreakArticle Published on 2020-10-162023-06-13 Journal: International Journal of Environmental Research an [Category] MERS, [키워드] CCRAM Community resilience COVID-19 Emergency health-care services Minorities [DOI] 10.3390/ijerph17207523 PMC 바로가기 [Article Type] Article
The Impact of Infectious Disease-Related Public Health Emergencies on Suicide, Suicidal Behavior, and Suicidal Thoughts A Systematic ReviewSystematic Review Published on 2020-10-162022-10-31 Journal: Crisis [Category] Coronavirus, MERS, SARS, [키워드] association Behavior CINAHL COVID-19 data extraction distress Effect Emergency Epidemics Evidence finding FIVE ideation Impact increased risk International investigated Methodological quality Older outcomes Pandemics Primary outcome Public public health emergency reported review risk searched self-harm Suicide Support the epidemic virus infection Web of Science [DOI] 10.1027/0227-5910/a000753 PMC 바로가기 [Article Type] Systematic Review
Baseline well-being, perceptions of critical incidents, and openness to debriefing in community hospital emergency department clinical staff before COVID-19, a cross-sectional studyResearch Article Published on 2020-10-152022-10-28 Journal: BMC Emergency Medicine [Category] Coronavirus, MERS, SARS, [키워드] Affect Analysis Anxiety baseline Burnout categories children Community conducted Connecticut COVID-19 COVID-19 case Critical Critical incident Critically ill cross-sectional death Debriefing demonstrated Department Emergency emergency department evaluated event events Frequency HADS hospital identify Impact life Local main outcome measure measure moderate occur occurred offered one-way ANOVA pandemic participant Patient Pearson’s chi-square test peer Peer support positive professional ProQOL PROTECT provide Quality reported resource Result scale scored secondary traumatic stress selected significant difference Stress Support was used Well-being were used [DOI] 10.1186/s12873-020-00372-5 PMC 바로가기 [Article Type] Research Article