Trial reportThe Journal of international medical research2021
Establishment of a prognostic model for patients with sepsis based on SOFA: a retrospective cohort study.
Trial report in The Journal of international medical research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 2 of them syntheses that pooled it.
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Who cites it
20 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Prediction models for mortality in patients with sepsis: a systematic review and meta-analysis.Frontiers in medicine · 2026Pooled it
- Machine learning for the prediction of sepsis-related death: a systematic review and meta-analysis.BMC medical informatics and decision making · 2023Pooled it
- Evaluate prognostic accuracy of SOFA component score for mortality among adults with sepsis by machine learning method.BMC infectious diseases · 2023Trial
- Comparative performance of risk prediction models for kidney disease: an external validation using 0.5 million UK Biobank participants.BMC nephrology · 2026Article
- Phenotype-specific dynamics of serum albumin and their impact on sepsis mortality.Biomarkers in medicine · 2025Observational
- Article
- An individualized nomogram for predicting risk of sepsis in patients with pyogenic liver abscesses: a 10 years retrospective analysis.Frontiers in medicine · 2025Article
- Multidisciplinary collaborative approach to cardiopulmonary rehabilitation in cancer patients with intensive care unit-acquired weakness: a clinical efficacy and safety analysis.American journal of cancer research · 2025Article
- Development and validation of a nomogram model for predicting 28-day mortality in patients with sepsis.Heliyon · 2024Article
- Article
- Early Prediction of Mortality for Septic Patients Visiting Emergency Room Based on Explainable Machine Learning: A Real-World Multicenter Study.Journal of Korean medical science · 2024Article
- Predictive Value of Combined Detection of Serum LGALS3BP and GDF-15 for the Prognosis of ICU Sepsis Patients.Infection and drug resistance · 2024Article
- Prognostic significance of blood immune cells in children with sepsis and establishment of a predictive model for PICU mortality: a retrospective study.Frontiers in pediatrics · 2024Article
- Article
- LASSO-Based Identification of Risk Factors and Development of a Prediction Model for Sepsis Patients.Therapeutics and clinical risk management · 2024Article
- Novel pyroptosis-immune-related lncRNA signature exhibits a distinct immune cell infiltration landscape in breast cancer.Frontiers in immunology · 2024Article
- The Clinical Utility of Albumin with Sequential Organ Failure Assessment (SOFA) in Improving 30-Day Mortality Prediction in Patients with Infection in the Emergency Department.Journal of clinical medicine · 2023Article
- Early Lactate/Albumin and Procalcitonin/Albumin Ratios as Predictors of 28-Day Mortality in ICU-Admitted Sepsis Patients: A Retrospective Cohort Study.Medical science monitor : international medical journal of experimental and clinical research · 2023Article
- Predictors and nomogram of in-hospital mortality in sepsis-induced myocardial injury: a retrospective cohort study.BMC anesthesiology · 2023Article
- Red blood cell distribution width at admission predicts outcome in critically ill patients with kidney failure: a retrospective cohort study based on the MIMIC-IV database.Renal failure · 2022Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo construct a nomogram based on the Sequential Organ Failure Assessment (SOFA) that is more accurate in predicting 30-, 60-, and 90-day mortality risk in patients with sepsis.
methodsData from patients with sepsis were retrospectively collected from the Medical Information Mart for Intensive Care (MIMIC) database. Included patients were randomly divided into training and validation cohorts. Variables were selected using a backward stepwise selection method with Cox regression, then used to construct a prognostic nomogram. The nomogram was compared with the SOFA model using the concordance index (C-index), area under the time-dependent receiver operating characteristics curve (AUC), net reclassification improvement (NRI), integrated discrimination improvement (IDI), calibration plotting, and decision-curve analysis (DCA).
resultsA total of 5240 patients were included in the study. Patient's age, SOFA score, metastatic cancer, SpO
conclusionA nomogram was established that performed better than the SOFA in predicting 30-, 60-, and 90-day mortality risk in patients with sepsis.
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