Tag:

machine learning

Traumatic brain injury
EEG-based brain biomarker supports hyperbaric oxygen therapy for acute concussions

by myneuronews August 17, 2025

by myneuronews August 17, 2025

Brain Biomarkers and Concussions Recent advances in neuroscience have highlighted the significance of brain biomarkers …

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Headaches
Interpretable Machine Learning Integrates Multi-Source Biomarkers for Osteoarthritis Diagnosis and Mechanistic Insights: A Temporomandibular Joint Model

by myneuronews August 16, 2025

by myneuronews August 16, 2025

Study Overview This research explores the integration of diverse biomarkers through interpretable machine learning techniques …

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Traumatic brain injury
Abnormal brain morphology and morphological brain network in adults with acute mild traumatic brain injury

by myneuronews August 14, 2025

by myneuronews August 14, 2025

Abnormal Brain Morphology Acute mild traumatic brain injury (mTBI) can lead to observable alterations in …

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Functional neurological disorders
The Future of Perceptual Dysregulation in Psychiatric Nosology

by myneuronews August 12, 2025

by myneuronews August 12, 2025

Current Trends in Perceptual Dysregulation As our understanding of mental health continues to evolve, perceptual …

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Traumatic brain injury
ENIGMA’s advanced guide for parcellation error identification (EAGLE-I): An implementation in the context of brain lesions

by myneuronews August 12, 2025

by myneuronews August 12, 2025

Study Overview The study focuses on enhancing the accuracy of brain lesion parcellation, a crucial …

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Traumatic brain injury
Investigating the Role of Gut-Derived Neurotoxin TMAO in PTSD Risk Following Traumatic Brain Injury

by myneuronews August 12, 2025

by myneuronews August 12, 2025

Study Overview This research investigates the connection between gut-derived neurotoxin trimethylamine N-oxide (TMAO) and the …

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Functional neurological disorders
Clinical Neurophysiological Study for the Diagnosis of Functional Cranial-Cervical Dystonia

by myneuronews August 9, 2025

by myneuronews August 9, 2025

Clinical Presentation of Dystonia Functional cranial-cervical dystonia presents a unique and sometimes perplexing clinical picture …

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Traumatic brain injury
Vibrational spectroscopy methods reveal biochemical changes associated with the glial scar formation after traumatic brain injury

by myneuronews August 9, 2025

by myneuronews August 9, 2025

Biochemical Changes in Glial Scarring After a traumatic brain injury (TBI), the central nervous system …

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Traumatic brain injury
Vibrational spectroscopy methods reveal biochemical changes associated with the glial scar formation after traumatic brain injury

by myneuronews August 9, 2025

by myneuronews August 9, 2025

Biochemical Changes During Glial Scar Formation After a traumatic brain injury (TBI), the brain undergoes …

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Traumatic brain injury
A Proof-of-Concept Development on Speech Analysis for Concussion Detection

by myneuronews August 8, 2025

by myneuronews August 8, 2025

Study Overview This research project aims to explore the potential of speech analysis as a …

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Real-world assessment of current migraine prophylaxis in Egypt: a multicenter national study
Study Overview The research conducted aimed to evaluate the existing practices regarding migraine prophylaxis across…
Treatment of Alzheimer’s disease from gut-brain interactions based on theory of “spleen deficiency leading to obstruction of nine orifices”
Understanding Gut-Brain Interactions The relationship between the gut and the brain is increasingly recognized as…
Update on functional vestibular and gait disorders
Current Understanding of Vestibular and Gait Disorders Vestibular and gait disorders have increasingly garnered attention…
Brain creatine concentrations are associated with sex and symptom severity after concussion: a cross-sectional MR-spectroscopy investigation of adolescents with concussion
Study Overview The investigation focused on the relationship between brain creatine concentrations and both sex…
Anti-Inflammatory Potential of Stearidonic Acid Ethanolamide in a Model of Mild Traumatic Brain Injury in Mice
Study Overview This study investigates the effects of stearidonic acid ethanolamide (SDA-EA) on inflammation following…

Relationship between illness perceptions, coping style and post-concussion symptoms after systemic traumatic injury: A comparison of those with and without mild traumatic brain injury
Research has reported variable findings when investigating the relationship between outcome and coping style and illness perceptions after mild traumatic brain injury (mTBI). The present study investigated 138 individuals who had been admitted to hospital after suffering a traumatic systemic injury, with 91 of these individuals also fulfilling criteria for mTBI and 47 comprising a […]
Explosive shock wave exposure leads to age-accelerated motor and sensory decline in C. elegans
CONCLUSIONS: Defined shock wave exposure is sufficient to provoke long-term neuronal functional decline in C. elegans , accompanied by structural deterioration and premature neurodegeneration. This tractable model enables lifelong phenotyping and mechanistic dissection of how an acute shock wave insult progresses to chronic neuronal dysfunction, and provides a scalable platform for identifying molecular and pharmacological […]
Injury-induced CTE-like pathology emerges in a human multicellular in vitro brain model and reveals mitochondrial and neurovascular regulation
Chronic traumatic encephalopathy (CTE) is a progressive neurodegenerative disease linked to repetitive mild head impacts, but no human-based experimental system exists to study injury-induced CTE-like pathology. Here, we establish a long-lived, human multicellular in vitro brain platform in which controlled mechanical injury induces key cellular features of CTE-like pathology. Injured cultures developed persistent tau phosphorylation, […]
Potential Role of Serum Cytokines and Chemokines as Biomarkers of Injury Severity and Functional Outcomes Following Pediatric Traumatic Brain Injury
Traumatic brain injury (TBI) is one of the leading causes of death and neurological disability worldwide. The search for biomarkers that indicate TBI severity and prognosis with greater accuracy is ongoing. This study aimed to evaluate the significance of several neuroinflammatory cytokines and chemokines, assessing their potential as biomarkers in pediatric TBI (pTBI). This was […]
Biomarkers
CONCLUSION: These findings highlight the potential of AEV-derived inflammatory and complement proteins as biomarkers of neuroinflammation and cognitive decline in TBI-exposed aging populations. The persistence of inflammatory abnormalities in AEVs years after TBI suggests a chronic neuroinflammatory response that may underlie increased AD risk. Future work will examine interactions between inflammatory and neurodegenerative AEV biomarkers […]