Tag:

machine learning

Traumatic brain injury
Global trends and psychosocial effects of traumatic brain injury: A bibliometric and machine learning analysis

by myneuronews June 2, 2025

by myneuronews June 2, 2025

Global Trends in Traumatic Brain Injury The incidence of traumatic brain injury (TBI) has emerged …

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Functional neurological disorders
Dynamic nanodomains dictate macroscopic properties in lead halide perovskites

by myneuronews June 2, 2025

by myneuronews June 2, 2025

Dynamic Nanodomain Behavior Recent investigations into lead halide perovskites reveal that these materials exhibit fascinating …

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Traumatic brain injury
Unsophisticated AI coaching does not improve performance on symptom and performance validity tests in a Romanian sample of experimental feigners

by myneuronews May 31, 2025

by myneuronews May 31, 2025

Study Overview The investigation focused on the effectiveness of artificial intelligence (AI) coaching in enhancing …

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Functional neurological disorders
Using Digital Speech Markers to Classify Functional Speech Disorder: A Proof-of-Concept Pilot Study

by myneuronews May 31, 2025

by myneuronews May 31, 2025

Background on Functional Speech Disorder Functional Speech Disorder (FSD) is a complex condition that can …

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Dementia
Deep-learning based multi-modal models for brain age, cognition and amyloid pathology prediction

by myneuronews May 31, 2025

by myneuronews May 31, 2025

Study Overview This research aims to investigate the potential of deep learning techniques to simultaneously …

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Traumatic brain injury
Unsophisticated AI coaching does not improve performance on symptom and performance validity tests in a Romanian sample of experimental feigners

by myneuronews May 31, 2025

by myneuronews May 31, 2025

Study Overview The research investigates the effectiveness of basic artificial intelligence (AI) coaching tools in …

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Functional neurological disorders
Using Digital Speech Markers to Classify Functional Speech Disorder: A Proof-of-Concept Pilot Study

by myneuronews May 31, 2025

by myneuronews May 31, 2025

Overview of Digital Speech Markers Digital speech markers are emerging as innovative tools in the …

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Functional neurological disorders
Neuron-Inspired Ferroelectric Bioelectronics for Adaptive Biointerfacing

by myneuronews May 30, 2025

by myneuronews May 30, 2025

Overview of Ferroelectric Bioelectronics Ferroelectric bioelectronics represent a fascinating intersection of materials science and biological …

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Traumatic brain injury
Identifying and predicting headache trajectories among those with acute post-traumatic headache

by myneuronews May 30, 2025

by myneuronews May 30, 2025

Headache Trajectories Headache trajectories refer to the patterns and progression of headache experiences over time, …

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Functional neurological disorders
From checkboxes to emojis: a novel approach to patient-reported outcomes in multiple sclerosis

by myneuronews May 30, 2025

by myneuronews May 30, 2025

Novel Patient-Reported Outcomes The study introduces a progressive method for collecting patient-reported outcomes (PROs) using …

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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 […]
Within-Person Score Distribution Measures as Performance Validity Indicators in Service Members and Veterans with and without History of Mild Traumatic Brain Injury
CONCLUSIONS: OTBM and ABN demonstrated strong potential for use as embedded PVTs with excellent classification accuracy. CV displayed lower classification accuracy with group differences primarily due to changes in mean performance rather than increased dispersion. Further development and cross-validation of WPSD-based PVTs is warranted in civilian samples.
Development of a Fall-Specific Impact Testing Method to Evaluate Safety Helmet Performance and Injury Risk
CONCLUSIONS: Type II helmets offer substantial benefits in head protection compared to Type I models for oblique fall-related impacts. By including both skull fracture and concussion risk in the STAR score, the proposed methodology can differentiate high and low-performing safety helmets.