ArticleJournal of neurotrauma2022
Extended Analysis of Axonal Injuries Detected Using Magnetic Resonance Imaging in Critically Ill Traumatic Brain Injury Patients.
Article in Journal of neurotrauma, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
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Who cites it
14 citing papers in PubMed, 22 citations in OpenAlex.
- Prognostic Value of MRI Anatomical Radiologic Scores for One-Year Neurological Outcome After Severe Traumatic Brain Injury.Neurocritical care · 2026Observational
- Increased intracranial pressure in severe traumatic axonal injury patients - A retrospective single-center study.Brain & spine · 2026Article
- Moderate and severe traumatic brain injury: abbreviated injury scale scoring and coding of traumatic axonal injury from early MRI.BMC emergency medicine · 2025Article
- Integrative Diagnostic and Prognostic Paradigms in Diffuse Axonal Injury: Insights from Clinical, Histopathological, Biomolecular, Radiological, and AI-Based Perspectives.International journal of molecular sciences · 2025Review
- 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
- LONG-TERM FOLLOW-UP OF FUNCTIONING AND LIFE SATISFACTION AFTER MODERATE TO SEVERE TBI - AN EXPLORATORY COHORT STUDY.Journal of rehabilitation medicine. Clinical communications · 2025Article
- The prognostic importance of traumatic axonal injury on early MRI: the Trondheim TAI-MRI grading and quantitative models.European radiology · 2024Article
- Redefining traumatic axonal injury assessment for grading and prognostication: a never-ending MRI endeavor.European radiology · 2024Article
- Serum lipidome associates with neuroimaging features in patients with traumatic brain injury.iScience · 2024Article
- Critical thresholds of long-pressure reactivity index and impact of intracranial pressure monitoring methods in traumatic brain injury.Critical care (London, England) · 2024Observational
- Role of integrin and its potential as a novel postmortem biomarker in traumatic axonal injury.International journal of legal medicine · 2023Article
- MRI and the Critical Care Patient: Clinical, Operational, and Financial Challenges.Critical care research and practice · 2023Review
- Serum biomarkers identify critically ill traumatic brain injury patients for MRI.Critical care (London, England) · 2022Article
- Meso-scale network analysis of resting state-fMRI brain network connectivity performs poorly as a prognostic tool in critically ill traumatic brain injury patients.Neuroimage. Reports · 2022Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Studies show conflicting results regarding the prognostic significance of traumatic axonal injuries (TAI) in patients with traumatic brain injury (TBI). Therefore, we documented the presence of TAI in several brain regions, using different magnetic resonance imaging (MRI) sequences, and assessed their association to patient outcomes using machine learning. Further, we created a novel MRI-based TAI grading system with the goal of improving outcome prediction in TBI. We subsequently evaluated the performance of several TAI grading systems. We used a genetic algorithm to identify TAI that distinguish favorable from unfavorable outcomes. We assessed the discriminatory performance (area under the curve [AUC]) and goodness-of-fit (Nagelkerke pseudo-R
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.