Assessing pediatric mild traumatic brain injury and its recovery using resting-state magnetoencephalography source magnitude imaging and machine learning

MX Huang, A Angeles-Quinto, A Robb-Swan… - Journal of …, 2023 - liebertpub.com
The objectives of this machine-learning (ML) resting-state magnetoencephalography (rs-
MEG) study involving children with mild traumatic brain injury (mTBI) and orthopedic injury …

[HTML][HTML] Using normative modeling and machine learning for detecting mild traumatic brain injury from magnetoencephalography data

V Itälinna, H Kaltiainen, N Forss… - PLoS computational …, 2023 - journals.plos.org
New biomarkers are urgently needed for many brain disorders; for example, the diagnosis of
mild traumatic brain injury (mTBI) is challenging as the clinical symptoms are diverse and …

[HTML][HTML] Repetitive mild TBI causes pTau aggregation in nigra without altering preexisting fibril induced Parkinson's-like pathology burden

V Delic, JH Karp, M Guzman, GR Arismendi… - Acta neuropathologica …, 2022 - Springer
Population studies have shown that traumatic brain injury (TBI) is associated with an
increased risk for Parkinson's disease (PD) and among US Veterans with a history of TBI this …

Post-traumatic headache and mild traumatic brain injury: brain networks and connectivity

N Maleki, A Finkel, G Cai, A Ross, RD Moore… - Current Pain and …, 2021 - Springer
Abstract Purpose of Review Post-traumatic headache (PTH) consequent to mild traumatic
brain injury (mTBI) is a complex, multidimensional, chronic neurological disorder. The …

Biomarkers in moderate to severe pediatric traumatic brain injury: a review of the literature

JCM Pareja, X Li, N Gandham, KK Wang… - Pediatric …, 2022 - Elsevier
Background Despite decades of research, outcomes in pediatric traumatic brain injury (pTBI)
remain highly variable. Brain biofluid-specific biomarkers from pTBI patients may allow us to …

Cortical thickness in pediatric mild traumatic brain injury including sports-related concussion

ED Bigler, C Finuf, TJ Abildskov… - International journal of …, 2018 - Elsevier
This investigation explored whether differences in cortical thickness could be detected in
children who sustained a mild traumatic brain injury (mTBI) compared to those with …

Neurovascular hypoxia after mild traumatic brain injury in juvenile mice correlates with heart–brain dysfunctions in adulthood

K Leyba, N Paiyabhroma, JP Salvas… - Acta …, 2023 - Wiley Online Library
Aim Retrospective studies suggest that mild traumatic brain injury (mTBI) in pediatric
patients may lead to an increased risk of cardiac events. However, the exact functional and …

Structural neuroimaging in neuropsychology: History and contemporary applications.

ED Bigler - Neuropsychology, 2017 - psycnet.apa.org
Objective: Neuropsychology's origins began long before there were any in vivo methods to
image the brain. That changed with the advent of computed tomography in the 1970s and …

ACR appropriateness criteria® head trauma-child

ME Ryan, S Pruthi, NK Desai, RA Falcone Jr… - Journal of the American …, 2020 - Elsevier
Head trauma is a frequent indication for cranial imaging in children. The majority of
accidental pediatric head trauma is minor and sustained without intracranial injury. Well …

Detecting mild traumatic brain injury with MEG, normative modelling and machine learning

V Itälinna, H Kaltiainen, N Forss, M Liljeström… - medRxiv, 2022 - medrxiv.org
Diagnosis of mild traumatic brain injury (mTBI) is challenging, as the symptoms are diverse
and nonspecific. Electrophysiological studies have discovered several promising indicators …