CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detectionResearch article Published on 2021-01-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy addition AlexNet ANN approach artificial assist automatically BiLSTM caused chain Computed tomography contribute Coronavirus disease 2019 COVID-19 COVID-19 infection COVID-2019 deaths deep learning detect diagnosis of COVID-19 disease Hybrid architecture Infection Long network Neural pandemic performed positive COVID-19 Precaution Prevent previous study reaction RT-PCR Spread transfer transfer learning while Wuhan, China X-ray [DOI] 10.1016/j.asoc.2020.106912 [Article Type] Research article
Peritonsillar Phlegmon: An Addition to the Spectrum of COVID-19Otolaryngology Published on 2020-12-292022-10-31 Journal: Cureus [Category] COVID-19, [키워드] acute respiratory syndrome caused coronavirus coronavirus disease cough COVID-19 Culture Epidemic etiology Fever Infection Inflammation knowledge less Lymphadenopathy morbidity and mortality pandemic Patient Peritonsillar peritonsillar phlegmon positive COVID-19 reported SARS-CoV-2 Shortness of breath shown Spectrum Symptoms the disease tonsillitis Wuhan, China [DOI] 10.7759/cureus.12369 PMC 바로가기 [Article Type] Otolaryngology
Variation in COVID-19 Diagnosis by Zip Code and Race and Ethnicity in IndianaPublic Health Published on 2020-12-112022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, SARS, [키워드] 95% CI affected African American American analyses Asian calculate code Cohort Community coronavirus coronavirus disease COVID-19 COVID-19 case COVID-19 diagnosis Diagnosis disparities (health, racial) Ethnicity Hispanic Increased individual infection rate likelihood median patient data percentage performed positive positive COVID-19 race SARS-CoV 2 SARS-CoV-2 social determinants of health statistical analysis subject university Variation were used [DOI] 10.3389/fpubh.2020.593861 PMC 바로가기 [Article Type] Public Health
Change in hospital antibiotic use and acquisition of multidrug-resistant gram-negative organisms after the onset of coronavirus disease 2019Concise Communication Published on 2020-12-102022-10-30 Journal: Infection Control and Hospital Epidemiology [Category] COVID-19, MERS, SARS, [키워드] acquisition antibiotic use change conducted coronavirus disease COVID-19 hospital increase in Interrupted multidrug-resistant organism Pneumonia positive COVID-19 Total [DOI] 10.1017/ice.2020.1360 PMC 바로가기 [Article Type] Concise Communication
COVID-19 and Palliative Care Services: Comparative Patterns of Inpatient, Outpatient, and Consultation Services in a Tertiary Care Center in RiyadhPain Management Published on 2020-12-092022-10-31 Journal: Cureus [Category] COVID-19, [키워드] acute respiratory syndrome affecting applied Care caused center city Comparative conducted consultation coronavirus coronavirus disease Coronavirus disease 2019 (COVID-19) country COVID-19 COVID-19 outbreak COVID-19 pandemic death discharged home Epidemic examined family healthcare worker highly pathogenic hospital hospitals impact on service initial Inpatient King outbreak Outpatient palliative palliative and supportive care Palliative care pandemic Patient pattern positive COVID-19 PPS Practice patterns Precaution protocols provided Result Retrospective study SARS-CoV-2 sars-cov-2 (severe acute respiratory syndrome coronavirus -2) Saudi Arabia service Tertiary World Health Organization [DOI] 10.7759/cureus.11996 PMC 바로가기 [Article Type] Pain Management
COVID-MATCH65—A prospectively derived clinical decision rule for severe acute respiratory syndrome coronavirus 2COVID-MATCH65 - 중증 급성 호흡기 증후군 코로나바이러스 2에 대한 전향적으로 파생된 임상 결정 규칙Research Article Published on 2020-12-092022-09-12 Journal: PLoS ONE [Category] MERS, SARS, 진단, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 adjusted Ageusia AUC clinical decision clinical factor clinical factors clinical variable clinical variables coefficients Cohort coronavirus COVID-19 cut-off determine Disease prevalence Factor feature Final Infection internal International Logistic regression malaise Melbourne Melbourne, Australia multivariable analysis Nasopharyngeal swab Negative predictive value NPV objective oxygen oxygen saturation pandemic participant Patient performed positive positive COVID-19 Predictive Predictive value predictor Prevalence Primary outcome prospective cohort resource respiratory Result risk SARS-CoV-2 SARS-CoV-2 test SARS-CoV-2 testing sensitivity severe acute respiratory syndrome Coronavirus sore subsequent Travel was performed was used were assessed were used [DOI] 10.1371/journal.pone.0243414 PMC 바로가기 [Article Type] Research Article
Correlation Between the COVID-19 Respiratory Triage Score and SARS-COV-2 PCR TestMedicine Published on 2020-12-072022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] adjusted all subjects Atypical Care CDC Characteristics clinical cough COVID-19 COVID-19 patient cut-off value determine diagnostic Factor Fever healthcare worker identify IMPROVE include individual limit Male sex moderate disease multivariate regression analysis Nasopharyngeal swab nausea non-specific Patient PCR PCR test PCR testing positive positive COVID-19 Positive predictive value predict predicted predictor provided reported required respiratory respiratory symptom respiratory triage retrospective risk ROC SARS-CoV-2 score screened screening for COVID-19 sensitivity Sensitivity and specificity severity specificity Spread subject Surveillance Symptom Symptoms Test tested the disease their family member Triage Viral pneumonia vomiting was done was measured were measured [DOI] 10.3389/fmed.2020.605689 PMC 바로가기 [Article Type] Medicine
A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian OptimizationResearch article Published on 2020-12-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy Algorithm approach assist automatically Bayesian can be used causes Characteristics Chest X-ray image Classifier CNN CNNs conducted Convolution Coronavirus disease 2019 COVID-19 COVID-19 infection database deep Deep feature extraction deep learning detect disease Effect experiment f-score feature FIVE Infection machine learning Machine learning algorithms machine learning model Medical decision support system novel optimization Physicians Pneumonia positive COVID-19 provided public health radiologist reduced retrospective sensitivity specificity Spread Support SVM transfer were used Wuhan, China [DOI] 10.1016/j.asoc.2020.106580 [Article Type] Research article
COVID-19 autopsy reports from the Ga-East Municipal and the 37 Military Hospitals in Accra, Ghana가나 아크라 소재 37개 군병원과 가이스트시 코로나19 부검 보고서Case Series Published on 2020-12-012022-09-12 Journal: Ghana Medical Journal [Category] MERS, SARS, 진단, [키워드] African alveolar damage Autopsy caused co-morbidity Complete condition COVID-19 COVID-19 patient death diabete Diabetes Mellitus diffuse Diffuse alveolar damage Evidence females funding Ghana global pandemic hypertension individual infectious agents kidney less Lungs male manifestation Medical conditions modifications nasopharyngeal swab test Older pathologic Patient performed positive COVID-19 positive result proportion report required Result Risk factors RT -PCR SARS-CoV-2 severe disease specimen the patient thromboemboli Type WHO World Health Organisation [DOI] 10.4314/gmj.v54i4s.9 PMC 바로가기 [Article Type] Case Series
Social Media Activities, Emotion Regulation Strategies, and Their Interactions on People’s Mental Health in COVID-19 PandemicArticle Published on 2020-12-012022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, [키워드] activity Analysis changed China cognitive collected COVID-19 COVID-19 pandemic cross-sectional dataset emotion emotion-regulation strategies examined information Interaction interactions media mental health Multiple linear regression positive COVID-19 Psychological well-being reducing Region social media activities [DOI] 10.3390/ijerph17238931 PMC 바로가기 [Article Type] Article