Tag:

machine learning

Traumatic brain injury
Ultra-early detection of S100B biomarkers using a nanophotonic biosensor with deep learning quantification: A clinical model based on EDAS patients

by myneuronews August 2, 2025

by myneuronews August 2, 2025

Detection Mechanisms The detection of S100B biomarkers hinges upon advanced methodologies that leverage both nanotechnology …

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Traumatic brain injury
An Analysis of Guardian Cap Use and Changes in the Concussion Rate in National Football League Preseason Practices From 2018 to 2023

by myneuronews August 1, 2025

by myneuronews August 1, 2025

Guardian Cap Usage Trends The use of Guardian Caps in National Football League (NFL) preseason …

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Functional neurological disorders
Brain structural MRI marker for predicting conversion to Parkinson’s disease in individuals with prodromal symptoms

by myneuronews July 31, 2025

by myneuronews July 31, 2025

Brain Imaging Techniques Brain imaging plays a pivotal role in understanding neurological conditions, particularly in …

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Traumatic brain injury
VOMS Baseline Versus Postinjury: A Comparison of a Standardized Novel Prototype and a Virtual Reality Application in Sport-Related Concussion

by myneuronews July 31, 2025

by myneuronews July 31, 2025

Assessment Techniques In evaluating sport-related concussions, a variety of assessment techniques are employed to obtain …

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Functional neurological disorders
Saccadic eye movements differentiate functional cognitive disorder from mild cognitive impairment

by myneuronews July 29, 2025

by myneuronews July 29, 2025

Saccadic Eye Movements in Cognitive Disorders Saccadic eye movements, which refer to the rapid, sudden …

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Traumatic brain injury
Machine Learning Models for Predicting Abnormal Brain CT Scan Findings in Mild Traumatic Brain Injury Patients

by myneuronews July 29, 2025

by myneuronews July 29, 2025

Predictive Modeling Techniques In the quest to enhance the diagnosing capabilities for mild traumatic brain …

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Traumatic brain injury
Machine Learning Models for Predicting Abnormal Brain CT Scan Findings in Mild Traumatic Brain Injury Patients

by myneuronews July 29, 2025

by myneuronews July 29, 2025

Study Overview This study aims to explore the use of advanced machine learning techniques to …

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Traumatic brain injury
Neural Network Classification of Barnes Maze Search Strategy Utilization

by myneuronews July 28, 2025

by myneuronews July 28, 2025

Study Overview This research focuses on the application of neural network techniques to classify the …

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Traumatic brain injury
Cognitive-Communication Rehabilitation after Brain Injuries

by myneuronews July 28, 2025

by myneuronews July 28, 2025

Cognitive Communication Challenges Cognitive communication challenges arise when individuals experience difficulties in the processes that …

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Traumatic brain injury
Get Your Brain in the Game: Using Machine Learning to Predict Recovery Timelines Following Sports-Related Concussion

by myneuronews July 21, 2025

by myneuronews July 21, 2025

Study Overview The research conducted aimed to investigate how machine learning can be utilized to …

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Sex Differences in Subacute Blood Biomarker Levels and Associations With Post-Concussion Symptom Severity in Adolescents With Concussion
CONCLUSION: This study highlights sex-specific biomarker differences during adolescent concussion recovery and the importance of understanding how sex differences may influence symptom burden and recovery trajectories. Future research should examine hormonal influences on biomarker profiles and prolonged symptomatology.
Management of traumatic brain injury in a large-scale combat environment
The United States Armed Forces face the potential reemergence of large-scale combat operations (LSCO) as the predominant operating environment of the 21st century as a result of growing geopolitical conflict between the United States and its near-peer rivals. In a LSCO environment, the Military Health System (MHS) may encounter casualty rates that could quickly overwhelm […]
Prevalence of Traumatic Brain Injury in Detained Youth: Associations With Aggression, Violent Charges, and Behavioral Infractions
CONCLUSIONS: TBI is common among detained youth and is selectively associated with elevated physical aggression. Routine TBI screening at intake and interventions targeting impulse control and emotion regulation may improve outcomes for this high-risk population.
Gliatilin in the Treatment of Cognitive Impairments Not Reaching the Level of Dementia: Meta-Analysis and Systematic Review
CONCLUSION: The main challenge during the analysis was methodological, population, and statistical heterogeneity, which required not only the use of a random effects model but also active search and exclusion of some sources. However, despite several limitations, the internal consistency and absence of contradictions in the analysis results demonstrated the robustness of the evidence obtained. […]
Relationships between vestibular dysfunction and cognitive performance in military veterans with mild to moderate TBI
Objective: Vestibular dysfunction is common following mild-to-moderate traumatic brain injury (TBI) and impacts quality of life. However, little is known regarding the persistence and stability of vestibular symptoms over time and their effects on cognition. This study examined self-reported vestibular symptoms 1 to 2 years following mild-to-moderate TBI in a Military/Veteran cohort. We further evaluated […]