Tag:

machine learning

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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Dementia
Machine-learning based strategy identifies a robust protein biomarker panel for Alzheimer’s disease in cerebrospinal fluid

by myneuronews July 4, 2025

by myneuronews July 4, 2025

Study Overview The study examines the potential for machine-learning techniques to identify a reliable protein …

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Traumatic brain injury
Letter to the Editor: The importance of using validated case definitions in the epidemiology of concussion

by myneuronews July 4, 2025

by myneuronews July 4, 2025

Importance of Validated Case Definitions The use of validated case definitions in the study of …

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Functional neurological disorders
Unlocking the Power of Lewis Basicity in Oxide Lattice Oxygens: A Regulating Force for Enhanced Oxygen Evolution Kinetics in Li-O2 Batteries

by myneuronews July 3, 2025

by myneuronews July 3, 2025

Unlocking Lewis Basicity in Oxide Lattices The study of Lewis basicity in oxide lattices provides …

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Traumatic brain injury
Aldehydic load as an objective imaging biomarker of mild traumatic brain injury

by myneuronews July 3, 2025

by myneuronews July 3, 2025

Aldehydic Load Measurement The measurement of aldehydic load plays a crucial role in understanding the …

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Functional neurological disorders
Unveiling cortical criticality changes along the prodromal to the overt continuum of alpha-synucleinopathy

by myneuronews July 3, 2025

by myneuronews July 3, 2025

Cortical Criticality in Alpha-Synucleinopathy Recent research into alpha-synucleinopathy—disorders associated with the abnormal accumulation of the …

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Traumatic brain injury
Linked alterations in structure and autoimmunity biomarkers in remote mild-to-moderate TBI: A multi-modal brain imaging study

by myneuronews July 3, 2025

by myneuronews July 3, 2025

Study Overview The research focuses on the interrelated effects of structural changes in the brain …

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Functional neurological disorders
Abnormal static and dynamic regional homogeneity in adolescent major depressive disorder with somatic symptoms: a resting-state fMRI study

by myneuronews July 3, 2025

by myneuronews July 3, 2025

Methodological Overview The study employs a resting-state functional magnetic resonance imaging (fMRI) approach to examine …

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Functional neurological disorders
A dynamic prediction model for predicting the time at which patients with MCI progress to AD based on time-dependent covariates

by myneuronews July 2, 2025

by myneuronews July 2, 2025

Dynamic Prediction Model Overview The study introduces a dynamic prediction model aimed at forecasting the …

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Differential DNA Methylation of the Brain-Derived Neurotrophic Factor Gene is Observed after Pediatric Traumatic Brain Injury Compared with Orthopedic Injury
Pediatric traumatic brain injury (TBI) triggers biological changes that may differ from those observed in non-brain injuries. Brain-derived neurotrophic factor (BDNF) DNA methylation (DNAm) may serve as a novel, dynamic biomarker of the brain's response and help identify TBI-specific epigenetic patterns relevant to later recovery. Therefore, the purpose of this study was to examine whether […]
Patterns, severity, and outcomes of traumatic brain injury in a regional referral hospital in Kenya: a retrospective cohort study
CONCLUSION: The study highlights the high burden of preventable TBI from RTAs and assaults in this setting. The high assault rate, low imaging access, and limited neurosurgical intervention capacity are major concerns. While the findings are limited to admitted patients and short-term outcomes, they underscore the urgent need for targeted road safety initiatives, improved access […]
Efficacy and safety of exosomes from Wharton's Jelly-derived mesenchymal stem cells in traumatic brain injury
CONCLUSION: MSCdE therapy is safe and effective in improving motor function, cognition, and quality of life in TBI patients. Larger, controlled trials are needed to further validate these findings and optimize MSCdE therapy for TBI treatment.
Traumatic Brain Injury Across the Lifespan and in Conflict Zones
Traumatic brain injury is increasingly recognized as a chronic, age-dependent and context-dependent neurological condition rather than being just a singular event. Its incidence, mechanisms, and outcomes may vary across the lifespan, with children, adults, and older adults exhibiting distinct clinical trajectories. These injuries can lead to long-term cognitive, behavioral, and psychosocial challenges that may only […]
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.