Explainable Artificial Intelligence for Bias Detection in COVID CT-Scan ClassifiersCOVID CT-Scan 분류기에서 편향 감지를 위한 설명 가능한 인공 지능Article Published on 2021-08-232022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 치료기술, [키워드] Accuracy affected Analysis approach artificial artificial intelligence AUC Bia biases changes in Classifier classifiers Complete computer vision Computerized tomography COVID COVID 19 dataset detection drastic evaluated Explainable AI Explainable artificial intelligence Gradient heatmap help highlight identify image classification Impact intelligence LIME Medical imaging methodology motivation Performance metrics problem Result robust shown Smooth tandem Vanilla were used [DOI] 10.3390/s21165657 PMC 바로가기 [Article Type] Article
Interleukin-6 level is an independent predictor of right ventricular systolic dysfunction in patients hospitalized with COVID-19Observational Study Published on 2021-08-012022-10-05 Journal: Anatolian journal of cardiology [Category] 임상, [키워드] Activation All the patient Analysis can be used Chest Computerized tomography consecutive patient coronavirus disease COVID-19 Deterioration Doppler dysfunction elevated exclusion criteria functions Hospitalized IL-6 IL-6 level impairment independent Infection Inflammatory Laboratory test mechanism Mild Moderate COVID-19 Myocardial parameter Pathogenesis Patient patients hospitalized predict predicted Proinflammatory cytokine RV systolic function significant level significantly higher significantly lower tissue TTE two groups underlie ventricular with COVID-19 [DOI] 10.5152/AnatolJCardiol.2021.24946 PMC 바로가기 [Article Type] Observational Study
Self-supervised deep learning model for COVID-19 lung CT image segmentation highlighting putative causal relationship among age, underlying disease and COVID-19연령, 기저 질환 및 COVID-19 간의 추정 인과 관계를 강조하는 COVID-19 폐 CT 이미지 분할을 위한 자체 지도 딥 러닝 모델Research Published on 2021-07-262022-09-10 Journal: Journal of Translational Medicine [Category] SARS, 유전자 메커니즘, [키워드] Accuracy age Analysis approach Automatic automatically auxiliary baseline best causal relationship chain Chain Reaction Chest CT image Chest CT images computer vision Computerized tomography consolidation contagious contribute coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 diagnosis COVID-19 severity COVID-19 testing dataset deep deep learning Diagnosis diagnostic Efficiency evaluate faster feature ground-glass opacity highlighting Image analysis Image segmentation introduced lesion lung Lung CT Lung CT images lung lesions mechanism Mediation analysis Mediation effect phenotype polymerase chain reaction predicted problems provide reaction Result Self-supervised learning severity supplementary material Support underlying disease underlying diseases were used with COVID-19 [DOI] 10.1186/s12967-021-02992-2 PMC 바로가기 [Article Type] Research
Evaluation of Chest CT Scan as a Screening and Diagnostic Tool in Trauma Patients with Coronavirus Disease 2019 (COVID-19): A Cross-Sectional StudyResearch Article Published on 2021-06-282022-10-31 Journal: Emergency Medicine International [Category] COVID-19, [키워드] Accuracy Asymptomatic individuals blinded category Chest Computerized tomography conducted contribute COVID-19 cross-sectional CT scan described diagnosing Diagnosis diagnosis of COVID-19 Diagnostic method effective evaluate evaluated Evidence feature finding four group highest indicated introduced lack less Negative predictive value North America Patient Pneumonia Positive predictive value Probability radiologic rapid increase Research Result Screening sensitivity Sensitivity and specificity Society specificity trauma patient trauma patients Treatment with COVID-19 [DOI] 10.1155/2021/4188178 PMC 바로가기 [Article Type] Research Article
Mortality Predictors in Patients Diagnosed with COVID-19 in the Emergency Department: ECG, Laboratory and CTArticle Published on 2021-06-172022-10-30 Journal: Medicina [Category] COVID-19, MERS, SARS, [키워드] AUC calculated can be used CCT Chest CK-MB Computerized tomography COVID-19 Creatine kinase-MB creatinine CRP CT finding D-dimer DBP diagnosed with COVID-19 Diastolic blood pressure died ECG Emergency emergency medicine eosinophil evaluated fatal disease fibrinogen group HCO highest Laboratory laboratory result Lactate lymphocyte material Mild moderate Mortality mortality risk neutrophil NLR non-survivor Non-survivors objective Oxygen therapy parameter Patient patients peripheral oxygen saturation predict predictor Prospective Study QT interval QTc respiratory rate Result survived surviving patient survivor Survivors the patient two group two groups urea WBC were measured with COVID-19 [DOI] 10.3390/medicina57060629 PMC 바로가기 [Article Type] Article
Safety and efficacy of Favipiravir in moderate to severe SARS-CoV-2 pneumonia중등도에서 중증 SARS-CoV-2 폐렴에서 Favipiravir의 안전성 및 효능Randomized Controlled Trial Published on 2021-06-012022-09-11 Journal: International immunopharmacology [Category] 임상, 치료제, [키워드] 95% CI Adding addition changes in Chest chest computerized tomography scan clinical clinical recovery clinical trial Computerized tomography COVID19 CT scan deaths did not reduce Efficacy enrolled examined Favipiravir ground glass group groups Hospital mortality Hospital stay Hydroxychloroquine ICU admission ICU admissions in-hospital mortality Infection intubation intubations less Lopinavir Lopinavir/ritonavir mean hospital stay moderate moderate to severe Mortality multicenter not different not significantly different oxygen oxygen saturation Patient Pneumonia quantified Randomized Randomly regimen Ritonavir Safety SARS-CoV-2 Severe case severe SARS-CoV-2 standard care supplemental oxygen time Treatment Treatment protocol treatment regimen treatment regimens two groups [DOI] 10.1016/j.intimp.2021.107522 PMC 바로가기 [Article Type] Randomized Controlled Trial
Proven pulmonary aspergillosis in a COVID-19 patient: A case reportCase Report Published on 2021-06-012022-11-01 Journal: Current Medical Mycology [Category] COVID-19, [키워드] Aspergillus tubingensis acute respiratory distress aspergillosis Aspergillus Case report caused Chest Co-infection Computerized tomography Coronavirus disease 2019 COVID-19 COVID-19 infection COVID-19 patient Culture early diagnosis fungal Fungal infection healthcare Hospitalization increased risk Infection invasive lesion lung management nasopharyngeal Patient polymerase chain positive raised sequenced severe COVID-19 patients syndrome the patient tissue treated [DOI] 10.18502/cmm.7.2.7031 PMC 바로가기 [Article Type] Case Report
A Meta-Analysis of Computerized Tomography-Based Radiomics for the Diagnosis of COVID-19 and Viral PneumoniaArticle Published on 2021-05-292022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Accuracy AUC calculated characteristic Computerized tomography Coronavirus disease 2019 COVID-19 COVID-19 diagnosis database Diagnosis diagnostic evaluated global pandemic gold standard infections involved material Meta-analysis Patient Pneumonia polymerase chain quality score Radiomics ranged Research reverse transcription RT-PCR searched sensitivity specificity systematic review viral nucleic acid Viral pneumonia viral pneumonias was performed [DOI] 10.3390/diagnostics11060991 PMC 바로가기 [Article Type] 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
Efficacy and safety of umbilical cord mesenchymal stem cells for the treatment of patients with COVID-19Research article Published on 2021-05-112022-10-05 Journal: Clinics [Category] SARS, 바이오마커, 치료법, [키워드] acute respiratory syndrome allergic reaction baseline Biomarker Cell changes in Clinicians Computerized tomography control group coronavirus coronavirus disease COVID-19 Decreased demonstrated drug Effect effective Efficacy evaluated healthy hematology tests IgM Immunoglobulin Inflammatory intravenous infusion large cohort lung mesenchymal stem cell Mesenchymal stem cells MSC MSC therapy MSC-treated MSCs Occurrence outbreak oxygenation index patients with COVID-19 pilot study public health pulmonary inflammation Randomized controlled trial reducing restored Serious Adverse Events significant changes in significantly stem cell Stem cell therapy therapeutic potential therapy tissue treated Treatment umbilical [DOI] 10.6061/clinics/2021/e2604 [Article Type] Research article