Tag:

machine learning

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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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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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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Traumatic brain injury
Ultra-early detection of S100B biomarkers using a nanophotonic biosensor with deep learning quantification: A clinical model based on EDAS patients

by myneuronews August 2, 2025

by myneuronews August 2, 2025

Detection Mechanisms The detection of S100B biomarkers hinges upon advanced methodologies that leverage both nanotechnology …

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Traumatic brain injury
An Analysis of Guardian Cap Use and Changes in the Concussion Rate in National Football League Preseason Practices From 2018 to 2023

by myneuronews August 1, 2025

by myneuronews August 1, 2025

Guardian Cap Usage Trends The use of Guardian Caps in National Football League (NFL) preseason …

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Traumatic brain injury
VOMS Baseline Versus Postinjury: A Comparison of a Standardized Novel Prototype and a Virtual Reality Application in Sport-Related Concussion

by myneuronews July 31, 2025

by myneuronews July 31, 2025

Assessment Techniques In evaluating sport-related concussions, a variety of assessment techniques are employed to obtain …

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Inhibition of p38 MAPK after repetitive mTBI ameliorates immune signaling and functional deficits
No abstract
A Regional Approach to Resource Management, Stewardship, and Outcomes Among Mild TBI Admissions: A Preliminary Report
BackgroundThe Brain Injuries in Greater East Texas (BIGTEX) criteria were developed to identify patients with mild traumatic brain injury (mTBI) who may be managed at Level IV trauma centers (L4TCs). This study compared outcomes of mTBI patients treated at a Level I trauma center (L1TC) vs affiliated L4TCs.MethodsA 10-year retrospective review of mTBI admissions was […]
Association between sports injuries and sleep as measured by sleep actigraphy: a scoping review
CONCLUSION: Findings of this study show that there is no consensus on the relationship between the amount or quality of sleep and rates of sports-related injuries in adult athletes. Poor sleep metrics (total sleep time/duration, latency, efficiency) were correlated with a decrease in response time in cyclists and Dutch elite youth athletes. Worsened sleep metrics […]
Individual characteristics associated with youth symptom reports and persisting symptoms after concussion
Dissonant approaches for measuring persisting symptoms after concussion (PSaC) make it difficult to predict who will experience prolonged symptoms. We sought to identify medical and sociodemographic characteristics associated with symptom burden and assess how such factors shape symptom evolution and PSaC classification after mild traumatic brain injury (mTBI). This analysis involved 1947 Post-Concussion Symptom Scale […]
Beyond the Concussion: Cerebral Venous Thrombosis Following Mild-to-Moderate Traumatic Brain Injury
Cerebral venous sinus thrombosis (CVST) accounts for a small proportion of strokes. Still, it carries meaningful clinical impact, classically linked to systemic prothrombotic conditions, hormonal influences, and severe traumatic brain injury (TBI). However, with advances in neuroimaging, it's now evident that trauma-related CVST (tCVST) can also complicate mild to moderate head injuries even in the […]