Tag:

machine learning

Traumatic brain injury
Machine learning approaches for improved understanding of factors associated with history of sport-related concussion

by myneuronews July 14, 2025

by myneuronews July 14, 2025

Study Overview This study investigates the complex factors contributing to sport-related concussions (SRC) through advanced …

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Traumatic brain injury
A one year longitudinal study of cortical myelination changes following pediatric mild traumatic brain injury

by myneuronews July 12, 2025

by myneuronews July 12, 2025

Cortical Myelination Changes The study of cortical myelination following pediatric mild traumatic brain injury (mTBI) …

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Traumatic brain injury
Visualizing college sports management research from year 1993 to 2023: A comprehensive bibliometric analysis using VOSviewer

by myneuronews July 9, 2025

by myneuronews July 9, 2025

Research Landscape The research landscape surrounding college sports management has evolved significantly over the past …

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Traumatic brain injury
Inferring concussion history in athletes using pose and ground reaction force estimation and stability analysis of plyometric exercise videos

by myneuronews July 9, 2025

by myneuronews July 9, 2025

Study Overview The research focuses on athletes’ concussion history, employing advanced techniques to analyze video …

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Dementia
Machine-learning based strategy identifies a robust protein biomarker panel for Alzheimer’s disease in cerebrospinal fluid

by myneuronews July 4, 2025

by myneuronews July 4, 2025

Study Overview The study examines the potential for machine-learning techniques to identify a reliable protein …

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Traumatic brain injury
Letter to the Editor: The importance of using validated case definitions in the epidemiology of concussion

by myneuronews July 4, 2025

by myneuronews July 4, 2025

Importance of Validated Case Definitions The use of validated case definitions in the study of …

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Traumatic brain injury
Aldehydic load as an objective imaging biomarker of mild traumatic brain injury

by myneuronews July 3, 2025

by myneuronews July 3, 2025

Aldehydic Load Measurement The measurement of aldehydic load plays a crucial role in understanding the …

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Traumatic brain injury
Linked alterations in structure and autoimmunity biomarkers in remote mild-to-moderate TBI: A multi-modal brain imaging study

by myneuronews July 3, 2025

by myneuronews July 3, 2025

Study Overview The research focuses on the interrelated effects of structural changes in the brain …

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Traumatic brain injury
Distinct clinical phenotypes and their neuroanatomic correlates in chronic traumatic brain injury

by myneuronews June 27, 2025

by myneuronews June 27, 2025

Distinct Clinical Phenotypes Chronic traumatic brain injury (TBI) presents a spectrum of clinical phenotypes, each …

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Traumatic brain injury
Uncovering injury-specific proteomic signatures and neurodegenerative risks in single and repetitive traumatic brain injury

by myneuronews June 22, 2025

by myneuronews June 22, 2025

Injury-Specific Proteomic Signatures In recent research, a growing body of evidence has revealed that distinct …

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Inhibition of p38 MAPK after repetitive mTBI ameliorates immune signaling and functional deficits
No abstract
A Regional Approach to Resource Management, Stewardship, and Outcomes Among Mild TBI Admissions: A Preliminary Report
BackgroundThe Brain Injuries in Greater East Texas (BIGTEX) criteria were developed to identify patients with mild traumatic brain injury (mTBI) who may be managed at Level IV trauma centers (L4TCs). This study compared outcomes of mTBI patients treated at a Level I trauma center (L1TC) vs affiliated L4TCs.MethodsA 10-year retrospective review of mTBI admissions was […]
Association between sports injuries and sleep as measured by sleep actigraphy: a scoping review
CONCLUSION: Findings of this study show that there is no consensus on the relationship between the amount or quality of sleep and rates of sports-related injuries in adult athletes. Poor sleep metrics (total sleep time/duration, latency, efficiency) were correlated with a decrease in response time in cyclists and Dutch elite youth athletes. Worsened sleep metrics […]
Individual characteristics associated with youth symptom reports and persisting symptoms after concussion
Dissonant approaches for measuring persisting symptoms after concussion (PSaC) make it difficult to predict who will experience prolonged symptoms. We sought to identify medical and sociodemographic characteristics associated with symptom burden and assess how such factors shape symptom evolution and PSaC classification after mild traumatic brain injury (mTBI). This analysis involved 1947 Post-Concussion Symptom Scale […]
Beyond the Concussion: Cerebral Venous Thrombosis Following Mild-to-Moderate Traumatic Brain Injury
Cerebral venous sinus thrombosis (CVST) accounts for a small proportion of strokes. Still, it carries meaningful clinical impact, classically linked to systemic prothrombotic conditions, hormonal influences, and severe traumatic brain injury (TBI). However, with advances in neuroimaging, it's now evident that trauma-related CVST (tCVST) can also complicate mild to moderate head injuries even in the […]