Tag:

machine learning

Traumatic brain injury
Moderate and severe traumatic brain injury: lesion frequency distribution maps and prognostic importance of brain contusions on early MRI

by myneuronews December 19, 2025

by myneuronews December 19, 2025

Lesion Frequency Distribution The distribution of lesions following a traumatic brain injury (TBI) varies significantly, …

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Traumatic brain injury
Failure of a single performance validity test matters after traumatic brain injury

by myneuronews December 18, 2025

by myneuronews December 18, 2025

Performance Validity Test Overview Performance validity tests (PVTs) serve as essential tools in neuropsychology to …

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Traumatic brain injury
Artificial Intelligence in Traumatic Brain Injury: A Systematic Review of Prognostic, Diagnostic, and Monitoring Applications

by myneuronews December 15, 2025

by myneuronews December 15, 2025

Study Overview The comprehensive review focuses on the diverse applications of artificial intelligence (AI) in …

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Functional neurological disorders
Revisiting Psychopathological Hand as a Functional Neurological Disorder : Time to Reframe?

by myneuronews December 15, 2025

by myneuronews December 15, 2025

Understanding Psychopathological Hand Psychopathological hand refers to a perplexing condition in which patients experience abnormal …

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Dementia
Event segmentation applications in large language model enabled automated recall assessments

by myneuronews December 15, 2025

by myneuronews December 15, 2025

Application of Event Segmentation Event segmentation is a technique that allows for the organization of …

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Traumatic brain injury
Access to pediatric trauma centres in Canada: a population-based retrospective cohort study

by myneuronews December 15, 2025

by myneuronews December 15, 2025

Access Patterns Access to pediatric trauma centers in Canada is influenced by a variety of …

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Functional neurological disorders
DCPat-XFE: an explainable EEG model for psychogenic nonepileptic seizure detection

by myneuronews December 12, 2025

by myneuronews December 12, 2025

Model Overview The study presents DCPat-XFE, an innovative model developed for the detection of psychogenic …

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Functional neurological disorders
DCPat-XFE: an explainable EEG model for psychogenic nonepileptic seizure detection

by myneuronews December 12, 2025

by myneuronews December 12, 2025

Study Summary The study presents the DCPat-XFE model, designed to enhance the detection of psychogenic …

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Dementia
Concurrent detection of cognitive impairment and amyloid positivity with a multimodal machine learning-enabled digital cognitive assessment

by myneuronews December 11, 2025

by myneuronews December 11, 2025

Cognitive Impairment Detection Cognitive impairment represents a spectrum of conditions that affect an individual’s cognitive …

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Traumatic brain injury
Development of a Fall-Specific Impact Testing Method to Evaluate Safety Helmet Performance and Injury Risk

by myneuronews December 9, 2025

by myneuronews December 9, 2025

Testing Method Development The creation of a testing method for evaluating the performance of safety …

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Chronic dynamic behavioral changes and upregulation of glutamatergic signaling proteins following traumatic brain injury in females
Traumatic brain injury (TBI) is a leading cause of disability worldwide, with approximately 50 % of individuals with mild TBI experiencing persistent, debilitating symptoms. Clinical findings have demonstrated that females are more likely than males to develop chronic symptoms and tend to report greater symptom severity. Despite this, the pathophysiological mechanisms underlying these sex-specific chronic […]
Critically Appraised Paper: In youth with mild traumatic brain injury, early prescribed step count-focused activity, despite symptoms, and a resilience health app provide no added benefit over standard care for improving symptoms or quality of life [commentary]
No abstract
Critically appraised paper: In youth with mild traumatic brain injury, early prescribed step-count focused activity, despite symptoms, and a resilience health app, provides no added benefit over standard care for improving symptoms or quality of life [synopsis]
No abstract
Paediatric traumatic brain injury: clinical presentation, treatment approaches, management strategies, and outcomes. Insights from the CENTER-TBI study
CONCLUSIONS: Paediatric TBI differs significantly from non-paediatric cases, with predominantly mild injuries, lower neuroworsening rates, and less intensive management, especially in younger children. Outcomes at six months are generally more favorable in paediatric patients, emphasizing the need for age-specific management strategies in TBI care.
Identifying High-Risk Combat Sport Athletes: Position Statement of the Association of Ringside Physicians
Criteria that identify combat sports athletes with significantly increased risk of injury and mortality in combat sports competition include the following:• Age younger than 13 years or older than 35 years (LOE V).• Three consecutive losses, particularly by KO/TKO (professional) or Referee Stops Contest (RSC) (amateur) (LOE III).• Inactivity exceeding 1 year (professional) (LOE V).• […]