A COVID-19 risk score combining chest CT radiomics and clinical characteristics to differentiate COVID-19 pneumonia from other viral pneumoniasResearch Paper Published on 2021-04-152022-10-28 Journal: Aging (Albany NY) [Category] COVID-19, SARS, [키워드] acute respiratory syndrome Analysis AUC value Chest CT Chest CT image Clinical characteristics clinical factor clinical variables clinically coronavirus Coronavirus disease 2019 correlation COVID-19 COVID-19 patient diagnostic feature identify implication moderate nomogram patients with COVID-19 Perspective Pneumonia Precision radiologist Radiomics risk risk score SARS-CoV-2 severe acute respiratory syndrome coronavirus 2 therapeutic Transmission Viral pneumonia viral-induced with COVID-19 [DOI] 10.18632/aging.202735 PMC 바로가기 [Article Type] Research Paper
Exploration of prognostic factors for critical COVID-19 patients using a nomogram model노모그램 모델을 사용한 중증 코로나19 환자의 예후 요인 탐색Article Published on 2021-04-142022-09-10 Journal: Scientific Reports [Category] MERS, SARS, 바이오마커, 치료법, [키워드] advanced age Analysis analyzed blood cell C-reactive protein coronavirus disease Coronavirus disease 2019 COVID-19 Critical critical COVID-19 patient critical COVID-19 patients death death group demographic data Diseases exploration Factor finding High-sensitivity C-reactive protein hs-CRP Intervention laboratory biomarker laboratory biomarkers Logistic regression analysis lymphocyte Lymphocyte count mortality risk multiple logistic regression Multiple logistic regression analysis nomogram Patient Platelet Platelet count predict Prognosis Prognostic factor ranged reduce mortality regression analysis risk factor Risk factors screened survival was performed WBC White blood cell [DOI] 10.1038/s41598-021-87373-x PMC 바로가기 [Article Type] Article
An online tool for predicting the prognosis of cancer patients with SARS-CoV-2 infection: a multi-center studyMulticenter Study Published on 2021-04-012023-07-06 Journal: Journal of cancer research and clinical oncology [Category] SARS, [키워드] Cancer COVID-19 nomogram Prognosis SARS-CoV-2 [DOI] 10.1007/s00432-020-03420-6 PMC 바로가기 [Article Type] Multicenter Study
Development and validation of a nomogram using on admission routine laboratory parameters to predict in-hospital survival of patients with COVID-19Article Published on 2021-04-012023-07-13 Journal: Journal of medical virology [Category] SARS, [키워드] COVID-19 in-hospital mortality Laboratory parameters nomogram [DOI] 10.1002/jmv.26713
Nomogram for prediction of fatal outcome in patients with severe COVID-19: a multicenter study중증 COVID-19 환자의 치명적인 결과 예측을 위한 노모그램: 다기관 연구Multicenter Study Published on 2021-03-172022-09-12 Journal: Military Medical Research [Category] 진단, [키워드] 95% CI Admission Analysis analyzed Blood C-reactive protein Chest computed tomography clinician Coagulation Cohort COVID-19 COVID-19 patient CRP death develop effective enrolled Factor help high risk hospital identify IL-6 IMPROVE independent indicated interleukin-6 Laboratory test Liver function Lymphocyte count Mortality multicenter multivariate nomogram observation outcome oxygen saturation Patient patients PCT predict prediction Probability procalcitonin Prognosis prognostic pulse receiving reduce renal function Result routine blood tests sensitivity serological severe coronavirus disease severe COVID-19 severe COVID-19 patient severe COVID-19 patients Severe patient severe patients specificity supplementary material survival Tocilizumab treatment strategy validation cohort validation cohorts was measured [DOI] 10.1186/s40779-021-00315-6 PMC 바로가기 [Article Type] Multicenter Study
Construction and validation of a machine learning‐based nomogram: A tool to predict the risk of getting severe coronavirus disease 2019 (COVID‐19)머신 러닝 기반 노모그램의 구축 및 검증: 심각한 코로나바이러스 질병 2019(COVID-19)에 걸릴 위험을 예측하는 도구Original Research Published on 2021-03-132022-09-12 Journal: Immunity, Inflammation and Disease [Category] MERS, SARS, 진단, [키워드] 95% CI Analysis applied AUC benefit build C‐reactive protein calibration curve cDCs Clinical characteristics clinical feature clinician Cohort Comorbidity construction coronavirus disease Coronavirus disease 2019 COVID‐19 COVID‐19 patient COVID‐19 patients COVID‐19 Critical Critical illness CRP decision curve analysis develop disease distribution enrolled erythrocyte sedimentation erythrocyte sedimentation rate ESR evaluate facilitate Factor feature filtered FIVE Hospitalization identifying independent internal Lactate lactate dehydrogenase LDH Logistic regression machine learning management Medical resources multivariate multivariate logistic regression nomogram Patient potential risk predict Predictive predictor Prospective prospective cohort receiver operating characteristic Result risk ROC sedimentation rate selected severe coronavirus disease severe COVID‐19 prediction training training set Treatment validation cohort were used [DOI] 10.1002/iid3.421 PMC 바로가기 [Article Type] Original Research
CANPT Score: A Tool to Predict Severe COVID-19 on AdmissionMedicine Published on 2021-02-182022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] 95% CI Accuracy Admission albumin AUROC body temperature characteristic China Clinical data collected Comorbidities coronavirus disease COVID-19 COVID-19 patient creatinine Critical cut-off value death diagnosed with COVID-19 Effectiveness eight enrolled evaluate group hospital independent risk factor Laboratory Logistic material Mortality mortality rate Neutrophil-to-lymphocyte ratio NLR nomogram Patient patients died patients with COVID-19 percentage Platelet predict prediction Predictive risk SARS-CoV-2 severe disease severe illness severity the patient total bilirubin variable were used with COVID-19 [DOI] 10.3389/fmed.2021.608107 PMC 바로가기 [Article Type] Medicine
Development and validation of a prognostic nomogram for predicting in-hospital mortality of COVID-19: a multicenter retrospective cohort study of 4086 cases in ChinaCOVID-19의 병원 내 사망률 예측을 위한 예후 노모그램의 개발 및 검증: 중국의 4086 사례에 대한 다기관 후향적 코호트 연구Research Paper Published on 2021-02-152022-09-01 Journal: Aging (Albany NY) [Category] MERS, 진단, [키워드] Admission age Bilirubin blood glucose C-index calibration plot calibration plots cardiovascular disease China conducted coronavirus COVID-19 COVID-19 case COVID-19 patients death demonstrated development died discharge Dyspnea effective Endpoint enrolled external validation Factor Glucose hospital Hospital mortality hospitalized COVID-19 in-hospital mortality increment Lactate lactate dehydrogenase multicenter nomogram observation Patient predict prognostic reached retrospective cohort study SARS-CoV-2 selected severity survival therapeutic total bilirubin urea Wuhan Wuhan, China [DOI] 10.18632/aging.202605 PMC 바로가기 [Article Type] Research Paper
An easy-to-use nomogram for predicting in-hospital mortality risk in COVID-19: a retrospective cohort study in a university hospitalCOVID-19의 병원 내 사망 위험 예측을 위한 사용하기 쉬운 노모그램: 대학 병원의 후향적 코호트 연구Research Article Published on 2021-02-052022-09-01 Journal: BMC Infectious Diseases [Category] MERS, 진단, [키워드] Accuracy age Analysis Area aspartate Aspartate aminotransferase C-reactive protein calculated can be used Cancer chronic renal failure chronic renal failure) clinician Comorbidity COVID-19 COVID-19 disease COVID-19 patient Critically ill develop died disease Dyspnea early diagnosis effective enrolled Fatal outcome ferritin functional heart failure hematocrit in-hospital mortality independent risk factor independent risk factors Intervention Mortality mortality risk Multivariable logistic regression analysis nomogram non-severe cases outcome oxygen oxygen saturation Patient patients hospitalized patients treated predictor reduce reduced Regression renal renal failure Result retrospective cohort study Retrospective study risk risk factor specific treatment Supportive treatment survived treated treatment for COVID-19 university hospital was performed worse prognosis [DOI] 10.1186/s12879-021-05845-x PMC 바로가기 [Article Type] Research Article
Predicting severe or critical symptoms in hospitalized patients with COVID-19 from Yichang, China중국 이창에서 코로나19로 입원한 환자의 중증 또는 중대 증상 예측Research Paper Published on 2021-01-312022-08-31 Journal: Aging (Albany NY) [Category] MERS, SARS, 바이오마커, [키워드] 95% CI 95% confidence interval Accuracy albumin blood cell C-index China Committee coronavirus disease Coronavirus disease 2019 correlations COVID-19 COVID-19 diagnosis Critical diagnosed diagnostic eight enrolled estimate Evidence Factor Factors FIVE Health Committee hospitalized patient identify independent Lactate lactate dehydrogenase Mild neutrophil nomogram Odds ratio Patient patients with COVID-19 potential risk prediction propensity score matching released retained risk severe or critical symptoms significantly statistical adjustment Symptom Treatment White blood cell with COVID-19 [DOI] 10.18632/aging.202261 PMC 바로가기 [Article Type] Research Paper