Observational studyPLoS medicine2017
Evaluation of novel computerized tomography scoring systems in human traumatic brain injury: An observational, multicenter study.
Observational study in PLoS medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT04495192 (Clinical, Neurophysiological and Genetical Predictors of Consciousness Recovery and Functional Outcomes After Severe Acquired Brain Injuries), which is not on this map. Cited by 51 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Clinical, Neurophysiological and Genetical Predictors of Consciousness Recovery and Functional Outcomes After Severe Acquired Brain Injuries
Who cites it
51 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Guidelines for Neuroprognostication in Critically Ill Adults with Moderate-Severe Traumatic Brain Injury.Neurocritical care · 2024Pooled it
- Accuracy of head computed tomography scoring systems in predicting outcomes for patients with moderate to severe traumatic brain injury: A ProTECT III ancillary study.The neuroradiology journal · 2023Trial
- Clustering identifies endotypes of traumatic brain injury in an intensive care cohort: a CENTER-TBI study.Critical care (London, England) · 2022Trial
- Management and outcome of patients with traumatic brain injury treated in three major Nordic intensive care units: a comparative cohort study.Scandinavian journal of trauma, resuscitation and emergency medicine · 2026Observational
- External validation and comparative performance of Marshall, Rotterdam, and Helsinki computed tomography scores in adult traumatic brain injury.BMC emergency medicine · 2026Article
- Article
- A novel CT-based edema grading system combined with machine learning for precise prognostic prediction in traumatic brain injury.European journal of medical research · 2025Article
- Artificial intelligence in traumatic brain injury: Brain imaging analysis and outcome prediction: A mini review.World journal of critical care medicine · 2025Review
- Deciphering the effectiveness of computed tomography scoring systems in improving mortality prediction for traumatic brain injury: a systematic review and bibliometric analysis.Journal of trauma and injury · 2025Article
- Helsinki computed tomography score in predicting short- and long-term outcomes after primary decompressive craniectomy for traumatic brain injury.Neurosurgical review · 2025Article
- ASA score is an independent predictor of 1-year outcome after moderate-to-severe traumatic brain injury.Scandinavian journal of trauma, resuscitation and emergency medicine · 2025Article
- Development and validation of a model to predict cognitive impairment in traumatic brain injury patients: a prospective observational study.EClinicalMedicine · 2025Article
- An analysis of disparities in imaging for suspected traumatic brain injury among patient visits to emergency departments (2010-2021).Frontiers in neurology · 2025Article
- Influence of apolipoprotein E genotype on the proteomic profile in cerebral microdialysis after human severe traumatic brain injury: a prospective observational study.Brain communications · 2025Article
- Development and validation of a nomogram for predicting mortality in patients with acute severe traumatic brain injury: A retrospective analysis.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2024Article
- Assessing outcomes in traumatic brain injury: Helsinki score versus Glasgow coma scale.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2024Article
- Predictors of outcomes 3 to 12 months after traumatic brain injury: a systematic review and meta-analysis.Osong public health and research perspectives · 2024Article
- Effect of antiplatelet and anticoagulant medication use on injury severity and mortality in patients with traumatic brain injury treated in the intensive care unit.Acta neurochirurgica · 2023Observational
- Comparison of the predictive value of the Helsinki, Rotterdam, and Stockholm CT scores in predicting 6-month outcomes in patients with blunt traumatic brain injuries.Chinese journal of traumatology = Zhonghua chuang shang za zhi · 2023Article
- Correction: Evaluation of novel computerized tomography scoring systems in human traumatic brain injury: An observational, multicenter study.PLoS medicine · 2023Article
Corrections and comments
- Erratum issued
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundTraumatic brain injury (TBI) is a major contributor to morbidity and mortality. Computerized tomography (CT) scanning of the brain is essential for diagnostic screening of intracranial injuries in need of neurosurgical intervention, but may also provide information concerning patient prognosis and enable baseline risk stratification in clinical trials. Novel CT scoring systems have been developed to improve current prognostic models, including the Stockholm and Helsinki CT scores, but so far have not been extensively validated. The primary aim of this study was to evaluate the Stockholm and Helsinki CT scores for predicting functional outcome, in comparison with the Rotterdam CT score and Marshall CT classification. The secondary aims were to assess which individual components of the CT scores best predict outcome and what additional prognostic value the CT scoring systems contribute to a clinical prognostic model. METHODS AND
findingsTBI patients requiring neuro-intensive care and not included in the initial creation of the Stockholm and Helsinki CT scoring systems were retrospectively included from prospectively collected data at the Karolinska University Hospital (n = 720 from 1 January 2005 to 31 December 2014) and Helsinki University Hospital (n = 395 from 1 January 2013 to 31 December 2014), totaling 1,115 patients. The Marshall CT classification and the Rotterdam, Stockholm, and Helsinki CT scores were assessed using the admission CT scans. Known outcome predictors at admission were acquired (age, pupil responsiveness, admission Glasgow Coma Scale, glucose level, and hemoglobin level) and used in univariate, and multivariable, regression models to predict long-term functional outcome (dichotomizations of the Glasgow Outcome Scale [GOS]). In total, 478 patients (43%) had an unfavorable outcome (GOS 1-3). In the combined cohort, overall prognostic performance was more accurate for the Stockholm CT score (Nagelkerke's pseudo-R2 range 0.24-0.28) and the Helsinki CT score (0.18-0.22) than for the Rotterdam CT score (0.13-0.15) and Marshall CT classification (0.03-0.05). Moreover, the Stockholm and Helsinki CT scores added the most independent prognostic value in the presence of other known clinical outcome predictors in TBI (6% and 4%, respectively). The aggregate traumatic subarachnoid hemorrhage (tSAH) component of the Stockholm CT score was the strongest predictor of unfavorable outcome. The main limitations were the retrospective nature of the study, missing patient information, and the varying follow-up time between the centers.
conclusionsThe Stockholm and Helsinki CT scores provide more information on the damage sustained, and give a more accurate outcome prediction, than earlier classification systems. The strong independent predictive value of tSAH may reflect an underrated component of TBI pathophysiology. A change to these newer CT scoring systems may be warranted.
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