Prognostic accuracy of inflammatory markers in predicting risk of ICU admission for COVID-19: application of time-dependent receiver operating characteristic curvesCOVID-19에 대한 ICU 입원 위험 예측에서 염증 표지자의 예후 정확도: 시간 종속 수신기 작동 특성 곡선의 적용Observational Study Published on 2022-06-012022-09-11 Journal: The Journal of international medical research [Category] MERS, 바이오마커, 임상, [키워드] 95% CI 95% confidence interval Accuracy Admission approach Ayatollah baseline level baseline levels C-reactive protein C-reactive protein (CRP Care characteristic COVID-19 COVID-19 infection CRP cutoff value evaluate evaluated greater hazard ratio Hospital admission Hospitalization ICU ICU admission Inflammatory marker inflammatory markers intensive care intensive care unit intensive care unit admission Iran lymphocyte Medical Sciences neutrophil Neutrophil-to-lymphocyte ratio NLR observational study occur outcome Patient patients with COVID-19 predictor reached receive receiver operating characteristic receiver operating characteristic curve referred to risk ROC ROC Curve ROC curves severe COVID-19 Severe COVID-19 Infection significantly Stratification time-dependent area under the receiver operating characteristic curve. time-dependent ROC curve university [DOI] 10.1177/03000605221102217 PMC 바로가기 [Article Type] Observational Study
Comparing machine learning algorithms for predicting COVID-19 mortalityResearch Published on 2022-01-042022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] COVID-19, [키워드] Accuracy Admission age alanine aminotransferase Algorithm artificial intelligence Ayatollah calculated can be used characteristic Clinicians Confusion coronavirus coronavirus disease COVID-19 COVID-19 mortality deaths demonstrated Dyspnea eligible patient Experimental result facilitate high risk hospitalized patient hospitalized patients ICU admission information interquartile Intervention Iran lowest machine machine learning machine learning algorithm men Metrics Mortality Oxygen therapy Platelet Precision predict Prediction hospital mortality Predictive predictive models predictor predictors random Result risk of death ROC sensitivity specificity study participant survivor the median the patient women [DOI] 10.1186/s12911-021-01742-0 PMC 바로가기 [Article Type] Research
Comparing machine learning algorithms for predicting COVID-19 mortalityResearch Published on 2022-01-042022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] Coronavirus, COVID-19, SARS, [키워드] Accuracy Admission age alanine aminotransferase Algorithm artificial intelligence Ayatollah calculated can be used characteristic Clinicians Confusion coronavirus coronavirus disease COVID-19 COVID-19 mortality deaths demonstrated Dyspnea eligible patient Experimental result facilitate high risk hospitalized patient hospitalized patients ICU admission information interquartile Intervention Iran lowest machine machine learning machine learning algorithm men Metrics Mortality Oxygen therapy Platelet Precision predict Prediction hospital mortality Predictive predictive models predictor predictors random Result risk of death ROC sensitivity specificity study participant survivor the median the patient women [DOI] 10.1186/s12911-021-01742-0 PMC 바로가기 [Article Type] Research
Neonatal Outcomes in Pregnant Women Infected with COVID-19 in Babol, North of Iran: A Retrospective Study with Short-Term Follow-UpResearch Article Published on 2021-06-022022-10-29 Journal: Infectious Diseases in Obstetrics and Gynecology [Category] COVID-19, MERS, SARS, [키워드] age APGAR score Ayatollah Blood C-reactive protein (CRP clinical Clinical characteristics clinical presentation coronavirus disease COVID-19 COVID-19 infection Culture described distress evaluated Evidence Features Infant infected with COVID-19 Iran laboratory result lack mother Neonatal Neonate Newborn nonpregnant North outcome pandemic pregnant women retrospective cohort study Sepsis serum standard treatment Symptom symptomatic tachypnea Transmission treated vomiting were measured with COVID-19 [DOI] 10.1155/2021/9952701 PMC 바로가기 [Article Type] Research Article
Diabetes is associated with higher mortality and severity in hospitalized patients with COVID-19Original Article Published on 2021-02-222022-10-31 Journal: EXCLI Journal [Category] COVID-19, [키워드] adjusted odds ratio association Ayatollah Biomarker C-reactive protein case-control study Comorbidity Comparisons confidence interval coronavirus disease correlated COVID-19 COVID-19 patient criteria CRP diabete diabetes diabetic patient diagnosed with COVID-19 disease severity erythrocyte sedimentation rate ESR hospital Hospitalized hospitalized patient hospitalized patients IMV indicated Inflammation intensive care Invasive mechanical ventilation Iran lactate dehydrogenase LDH LOS male median age Mortality mortality rate outcome Patient patients patients with diabete Pneumonia previous study progressed Severe COVID-19 Infection severity Severity of disease with COVID-19 [DOI] 10.17179/excli2021-3403 PMC 바로가기 [Article Type] Original Article