Tag:

machine learning

Functional neurological disorders
Brain-Shapelet: A Framework for Capturing Instantaneous Abnormalities in Brain Activity for Autism Spectrum Disorder Diagnosis

by myneuronews July 18, 2025

by myneuronews July 18, 2025

Framework Overview The study presents an innovative approach to diagnosing Autism Spectrum Disorder (ASD) by …

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Traumatic brain injury
Exploring the diagnostic and prognostic utility of resting state functional MRI connectivity in acute/sub-acute TBI

by myneuronews July 15, 2025

by myneuronews July 15, 2025

Diagnostic Utility of Resting State fMRI Resting state functional magnetic resonance imaging (fMRI) has emerged …

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Functional neurological disorders
Shared neural signatures in Functional Neurological Disorder and Chronic Pain: a multimodal narrative review

by myneuronews July 15, 2025

by myneuronews July 15, 2025

Neural Mechanisms in FND and Chronic Pain Research into the neural mechanisms underlying Functional Neurological …

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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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Functional neurological disorders
Recent advances of polymer acceptors for efficient all-polymer solar cells

by myneuronews July 11, 2025

by myneuronews July 11, 2025

Overview of Polymer Acceptor Technologies Polymer acceptors have emerged as a transformative element in the …

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Functional neurological disorders
Current Clinical Applications of Structural MRI in Neurological Disorders

by myneuronews July 10, 2025

by myneuronews July 10, 2025

Current Applications in Neurology Structural MRI has emerged as a crucial tool in the diagnosis …

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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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Functional neurological disorders
Brain-Computer Interfaces in Spinal Cord Injury: A Promising Therapeutic Strategy

by myneuronews July 8, 2025

by myneuronews July 8, 2025

Current Advances in Brain-Computer Interfaces Recent developments in brain-computer interfaces (BCIs) demonstrate a significant step …

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The clinical and cost-effectiveness of sertraline in preventing depression in adults following a traumatic brain injury (STOP-D): study protocol for a multi-centre randomised controlled trial
BACKGROUND: Traumatic brain injury (TBI) is a common presentation in emergency departments worldwide. Approximately 1.4 million adults present with TBI in England and Wales annually. Post-TBI depression (PTD) is a common neuropsychiatric consequence, affecting up to 50% of patients within two years, and is associated with adverse functional outcomes. PTD remains underdiagnosed and undertreated. Sertraline, […]
A sensor-based gait measure for identifying invalid performance in simulated mTBI: an experimental proof of concept
CONCLUSIONS: Findings offer preliminary support for the ability of an automated gait-based measure to capture invalid performance and inform investigations regarding effort. These experimental findings represent a first step in exploring the potential clinical utility of the BKG as a measure of performance validity.
The Relationship of Prior Concussion and Contact Sport Exposure With Cortical Macro and Microstructure
Changes in cortical gray matter are a key feature of neurodegenerative diseases that have been linked with concussion and repetitive head impacts (RHIs). Prior evidence implicates prior concussion and RHI in reduced cortical thickness or volume in temporal and frontal regions, with results largely restricted to older retired contact sport athletes. Fewer studies have investigated […]
Impact of Modified Brain Injury Guideline Incorporating Neurosurgical Consultation on Resource Utilization and Follow-Up Care in Complicated Mild Traumatic Brain Injury
CONCLUSION: Implementation of a resource utilization-focused protocol at our trauma center incorporating neurosurgery consultation for patients with complicated mTBI led to higher rates of direct discharges from the ED and to home without compromising TBI-related follow-up care. Results demonstrate that adoption of a modified BIG protocol that includes neurosurgical collaboration can translate to more efficient […]
Timing of definitive fracture fixation in patients with concomitant traumatic brain injuries - A systematic review of the literature by the IMPACT group
CONCLUSIONS: Early definitive fracture fixation within 24 h should be attempted in polytrauma patients with concomitant mild TBI under specific conditions, which were previously defined by the IMPACT group. Furthermore, current evidence suggests that this approach is both safe and beneficial in a carefully selected patient population. In cases of moderate and severe TBI, decision-making […]