Early reduction of estimated Glomerular Filtration Rate (eGFR) predicts poor outcome in acutely ill hospitalized COVID-19 patients firstly admitted to medical regular wards (eGFR-COV19 study)Research article Published on 2022-09-012022-10-05 Journal: Biomedicine & pharmacotherapy = Biomédecine & phar [Category] COVID19(2023년), SARS, 바이오마커, [키워드] Acute kidney injury Admission age Analysis analyzed ARDS association AUC Autopsy baseline value calculated Chronic kidney disease correlated COVID-19 creatinine diagnosed died discharge division Efficacy GFR glomerular filtration rate hospital Hospital admission hospital discharge hospitalized COVID-19 patient hospitalized patient ICU identify IL-6 IMV In-hospital death in-hospital mortality Infection intensive care internal Invasive mechanical ventilation KDIGO AKI kidney Kidney injury mechanical ventilation Medicine NIV non-invasive ventilation outcome Patient patients patients’ medical record predict Predictive Primary outcome Prognosis Rate reduction renal dysfunction renal function representing Result SARS-CoV-2 score Secondary outcomes Serum level significantly significantly lower statistical analysis symptomatic Symptoms tissue were assessed with COVID-19 [DOI] 10.1016/j.biopha.2022.113454 [Article Type] Research article
Smart Diagnostics: Combining Artificial Intelligence and In Vitro DiagnosticsArticle Published on 2022-08-242022-11-15 Journal: Sensors (Basel, Switzerland) [Category] 진단, [키워드] artificial artificial intelligence biochemical analysis Biomarker bladder Cancer cancers cardiovascular diseases Care cartridge clinical decision clinical decision support tool clinical study clinically COVID-19 cross-reactive cytology diagnostic diagnostics disease disease detection disease severity Effect essential element Health healthcare identify Image analysis immunoassay IMPROVE in vitro in vitro diagnostics intelligence lab lab on a chip lung management multiplex oncology outcome Patient care Perspective platform point of care point of care. reported score SmaRT Support the patient trajectory Universal utility [DOI] 10.3390/s22176355 PMC 바로가기
Artificial intelligence model on chest imaging to diagnose COVID-19 and other pneumonias: A systematic review and meta-analysisReview article Published on 2022-08-182022-10-05 Journal: European Journal of Radiology Open [Category] 진단, [키워드] 2Dtwo-dimensional 3Dthree-dimensional 95 % CI Accuracy AIartificial intelligence area under the curve article artificial intelligence AUC AUCarea under the curve average C-reactive protein calculate Characteristics chest imaging chest X-ray CNNConvolutional neural network Cochrane Library Computed tomography Convolutional neural network Coronavirus disease 2019 COVID-19 COVID-19coronavirus disease 2019 COVID‐19 CRPC-reactive protein CTComputed Tomography CXRChest X-Ray Deep Learning Method diagnose diagnosing diagnostic disease for inclusion Future Generalizability GGOground-glass opacities Ground-glass opacities heterogeneity IMPROVE K-nearest neighbor KNNK-nearest neighbor LASSOleast absolute shrinkage and selection operator least absolute shrinkage and selection operator less machine learning MEERS-COVMiddle East respiratory syndrome coronavirus Meta-analysis Methodological quality methodology Middle East respiratory syndrome Coronavirus MLmachine learning negative likelihood ratio objective participant performed PLRnegative likelihood ratio PLRpositive likelihood ratio Pneumonia positive likelihood ratio predictive models QUADAS-2 Quality radiologist random-effects model regions of interest Research researcher Result retrieved Reverse transcriptase polymerase chain reaction ROIregions of interest RT-PCRReverse transcriptase polymerase chain reaction SARS-CoV-2severe acute respiratory syndrome coronavirus 2 SARSSevere Acute Respiratory Syndrome score screened searched sensitivity Sensitivity and specificity Severe acute respiratory syndrome severe acute respiratory syndrome coronavirus 2 specificity SROCsummary receiver operating characteristic summary receiver operating characteristic support vector machine SVMSupport vector machine systematic review three-dimensional total score two-dimensional Web of Science were used [DOI] 10.1016/j.ejro.2022.100438 [Article Type] Review article
Multistage Framework for Automatic Face Mask Detection Using Deep Learning딥 러닝을 사용한 자동 얼굴 마스크 감지를 위한 다단계 프레임워크Article Published on 2022-08-112022-09-11 Journal: Computational Intelligence and Neuroscience [Category] 치료기술, [키워드] Accuracy approach Automatic backbone CNN Complication COVID-19 COVID-19 case COVID-19 cases dataset deep detect detection Efficacy evaluated face Face mask first stage framework humans include learning live streaming Mask Masks mitigate monitoring recorded score subsequent surgical tested transfer Transmission virus Waves [DOI] 10.1155/2022/1500047 PMC 바로가기 [Article Type] Article
Semiquantitative Chest CT Severity Score Predicts Failure of Noninvasive Positive-Pressure Ventilation in Patients Hospitalized for COVID-19 PneumoniaObservational Study Published on 2022-08-012022-10-04 Journal: Journal of cardiothoracic and vascular anesthesia [Category] 임상, [키워드] Analysis calculated Care Chest Chest computed tomography Chest CT confidence interval COVID-19 effective Endpoint Factor failure group Hospital admission In-hospital In-hospital death independent intubation measurement Mortality nine Non-invasive non-invasive ventilation observational study other variables oxygen Patient patients with COVID-19 Pneumonia pneumonia. primary endpoint receiver operator characteristics reported Respiratory Support responding poorly score secondary endpoint Treatment Ventilation [DOI] 10.1053/j.jvca.2021.09.010 PMC 바로가기 [Article Type] Observational Study
Expecting individuals’ body reaction to Covid-19 based on statistical Naïve Bayes techniqueResearch article Published on 2022-08-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 변종, [키워드] Accuracy affected average binary classification Classifier collected competing complications compose COVID-19 dataset diagnosing drastic Efficiency expectation feature Fisher Gray hybrid Improved include Infection introduced mutated virus Naïve Bayes occur optimization outlier outperform phase Precaution Precision predict prediction provide Prudential Expectation reached recall rejection routine blood test score selected Selection statistical Strategy subset training data virus Wolf Wrapper [DOI] 10.1016/j.patcog.2022.108693 [Article Type] Research article
The COVID-related mental health load of neonatal healthcare professionals: a multicenter study in ItalyObservational Study Published on 2022-07-302022-10-05 Journal: Italian Journal of Pediatrics [Category] COVID19(2023년), SARS, 임상, [키워드] activity affected analyzed Anxiety Burnout Care clinical impact clinically Complete consequence Contact COVID-19 COVID-19 pandemic cross-sectional Cutoff Depression Depressive symptoms Emotional exhaustion greater Health healthcare healthcare personnel Healthcare professional healthcare professionals investigated Italy male mental health multicenter multicentre Neonatal NICU Nurses online questionnaire outcome outcomes pandemic parent participant physical post-traumatic professional professionals Psychological psychosomatic Ratio reported risk score Seven significantly Stress stress. Symptom Symptoms symptoms of depression Tuscany [DOI] 10.1186/s13052-022-01305-7 PMC 바로가기 [Article Type] Observational Study
The COVEG score to predict severity and mortality among hospitalized patients with COVID-19Article Published on 2022-07-282023-07-10 Journal: Journal of infection in developing countries [Category] COVID19(2023년), [키워드] COVEG COVID-19 Mortality predictors score Severity. [DOI] 10.3855/jidc.15984 PMC 바로가기
Functional outcomes of COVID-19 patients with acute ischemic stroke: A prospective, observational, single-center study in North JordanObservational Study Published on 2022-07-012022-10-05 Journal: Medicine [Category] COVID19(2023년), SARS, 임상, [키워드] 95% confidence interval acute respiratory syndrome Admission age baseline cohort study conducted coronavirus coronavirus disease COVID-19 COVID-19 patient demographic data diagnosed discharge Follow-up functional had no in-hospital mortality increase in Infection involved Jordan Laboratory likelihood male median Mortality North Odds ratio outcome outcomes Patient patients predicted primary endpoint recorded recruited Risk factors SARS-CoV-2 SARS-COV-2 infection scale score secondary severity significantly single-center single-center study Standard deviation stroke Treatment variable Vascular [DOI] 10.1097/MD.0000000000029834 PMC 바로가기 [Article Type] Observational Study
Mendelian Randomization Analysis Reveals No Causal Relationship Between Nonalcoholic Fatty Liver Disease and Severe COVID-19Research article Published on 2022-07-012022-10-05 Journal: Clinical gastroenterology and hepatology : the off [Category] 유전자 메커니즘, [키워드] activity adjusted alanine aminotransferase analysis Analysis approach association body mass index Causal cohorts coronavirus disease correlation COVID-19 death demonstrated disease Evidence examined Factor Factors fibrosis Genome-wide association study identify increase indicated mendelian randomization Meta-analysis NAFLD nonalcoholic fatty liver Nonalcoholic Fatty Liver Disease obesity Odds ratio pandemic performed question relationship Result risk risk factor score serum severe COVID-19 Single nucleotide polymorphism steatosis UK Biobank data Waist circumference [DOI] 10.1016/j.cgh.2022.01.045 [Article Type] Research article