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machine learning

Traumatic brain injury
Prediction of seizure risk after repetitive mild traumatic brain injury in childhood

by myneuronews April 25, 2025

by myneuronews April 25, 2025

Seizure Risk Factors Seizures are common neurological events that can occur after brain injuries, including …

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Traumatic brain injury
Point-of-Care Electroencephalography in Acute Neurological Care: A Narrative Review

by myneuronews April 25, 2025

by myneuronews April 25, 2025

Application of Point-of-Care EEG Point-of-care electroencephalography (POC EEG) has emerged as a transformative tool in …

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Functional neurological disorders
Frontotemporal dementia: a systematic review of artificial intelligence approaches in differential diagnosis

by myneuronews April 25, 2025

by myneuronews April 25, 2025

Overview of Frontotemporal Dementia Frontotemporal dementia (FTD) is a complex neurodegenerative disorder that primarily affects …

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Traumatic brain injury
The Role of Neuroimaging and Machine Learning in Understanding Mild Traumatic Brain Injury (mTBI)

by Ioannis Mavroudis September 13, 2024

by Ioannis Mavroudis September 13, 2024

Mild traumatic brain injury (mTBI), commonly referred to as a concussion, is one of the …

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Prevalence of depression, anxiety, fatigue, and headache before and after long COVID onset: a case-control study in the total population of Region Stockholm
Study Overview The investigation centered on the prevalence rates of common mental and physical health…
Dynamic functional connectivity and transcriptomic signatures reveal stage-dependent brain network dysfunction in Alzheimer’s disease spectrum
Study Overview The research focused on understanding the intricate relationship between brain network connectivity and…
Multisite, Multiancestry Genome-Wide Association Study Meta-Analysis of Functional Seizure Disorder in a Hospital Sample of 675,680 Patients
Study Summary The recent study presents an extensive analysis of functional seizure disorder, conducted through…
Phenotyping Functional Gait Disorder: An Exploratory Analysis of Existing Frameworks
Phenotyping Functional Gait Disorder Functional Gait Disorder (FGD) represents a unique challenge in the field…
Diagnosis and treatment of functional visual disorder
Understanding Functional Visual Disorder Functional Visual Disorder (FVD) is a condition that presents a unique…

Profiles of cold executive function performance among pediatric acquired brain injury
CONCLUSIONS: Distinct executive function profiles were observed across ABI subtypes, with PAS associated with the most pervasive impairments, TBI with selective deficits, and BT with targeted planning difficulties. These findings highlight the importance of tailored cognitive rehabilitation strategies based on ABI subtype.
Longitudinal neurocognitive outcomes in children with mild traumatic brain injury: An ABCD cohort analysis
CONCLUSIONS: The findings highlight the importance of accounting for pre-injury differences when evaluating neurocognitive outcomes following pediatric mTBI. Neurocognitive differences within a year post-injury may be more related to pre-existing individual factors rather than the injury itself, underscoring the need for a comprehensive approach in studying pediatric mTBI.
Fear Avoidance after Concussion Tool (FACT): patient-reported outcome measure development and content validation
CONCLUSION: The FACT has been developed to evaluate fear avoidance behaviour following concussion and has content validity. Future research should evaluate other measurement properties before implementation.
Spare the brain: female football players' perspectives of heading the ball, concussion knowledge and attitudes. A qualitative study
The aim of this study was to explore female football (soccer) players' perspectives of heading the ball, and perceived header injury risk. A qualitative approach was undertaken using reflexive thematic analysis. Focus groups and individual interviews were conducted using a semi-structured interview guide. Participants also completed a survey containing a validated concussion knowledge and attitudes […]
Metabolomics of cerebrospinal fluid following traumatic brain injury: Exploration of biomarkers for secondary injuries and severity
Traumatic brain injury (TBI) constitutes a major global public health concern associated with substantial mortality and long-term disability, while its diagnostic approaches and underlying pathophysiological mechanisms remain to be fully elucidated. In this study, we conducted longitudinal metabolomic profiling of cerebrospinal fluid (CSF) from 23 TBI patients (9 mild, 14 severe) and 5 uninjured controls […]

machine learning

Prediction of seizure risk after repetitive mild traumatic brain injury in childhood

Point-of-Care Electroencephalography in Acute Neurological Care: A Narrative Review

Frontotemporal dementia: a systematic review of artificial intelligence approaches in differential diagnosis

The Role of Neuroimaging and Machine Learning in Understanding Mild Traumatic Brain Injury (mTBI)