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 …

Resting-state magnetoencephalography source imaging pilot study in children with mild traumatic brain injury

MX Huang, A Robb Swan, A Angeles Quinto… - Journal of …, 2020 - liebertpub.com
Mild traumatic brain injury (mTBI) accounts for the vast majority of all pediatric TBI. An
important minority of children who have suffered an mTBI have enduring cognitive and …

Assessing recovery from mild traumatic brain injury (mtbi) using magnetoencephalography (MEG): an application of the synchronous neural interactions (SNI) test

DR Thorpe, BE Engdahl, A Leuthold… - Journal of Neurology …, 2020 - jneurology.com
Mild traumatic brain injury (mTBI) affects 22% of US service members returning from
Afghanistan and Iraq. Its diagnosis is challenging due to the heterogeneous structural and …

Noninvasive magnetic resonance imaging stratifies injury severity in a rodent model of male juvenile traumatic brain injury

J Badaut, A Adami, L Huang… - Journal of Neuroscience …, 2020 - Wiley Online Library
Age and severity are significant predictors of traumatic brain injury (TBI) outcomes in the
immature brain. TBI studies have segregated TBI injury into three severity groups: mild …

Pediatric traumatic brain injury: neuroimaging and neurorehabilitation outcome

EA Wilde, JV Hunter, ED Bigler - NeuroRehabilitation, 2012 - content.iospress.com
Brain injury in the pediatric patient not only occurs in an immature brain, but potentially
influences all subsequent brain and neurodevelopmental maturation. This presents unique …

[HTML][HTML] Sensor-level MEG combined with machine learning yields robust classification of mild traumatic brain injury patients

J Aaltonen, V Heikkinen, H Kaltiainen, R Salmelin… - Clinical …, 2023 - Elsevier
Objective Diagnosis of mild traumatic brain injury (mTBI) is challenging despite its high
incidence, due to the unspecificity and variety of symptoms and the frequent lack of structural …

Focal lesions in acute mild traumatic brain injury and neurocognitive outcome: CT versus 3T MRI

H Lee, M Wintermark, AD Gean, J Ghajar… - Journal of …, 2008 - liebertpub.com
Mild traumatic brain injury (mTBI) is associated with long-term cognitive deficits. This study
compared the detection rate of acute post-traumatic focal lesions on computed tomography …

[HTML][HTML] Magnetoencephalography abnormalities in adult mild traumatic brain injury: A systematic review

CM Allen, L Halsey, G Topcu, L Rier, LE Gascoyne… - NeuroImage: Clinical, 2021 - Elsevier
Background The global incidence of traumatic brain injuries is rising, with at least 80% being
classified as mild. These mild injuries are not visible on routine clinical imaging. The …

Detecting mild traumatic brain injury using resting state magnetoencephalographic connectivity

VA Vakorin, SM Doesburg, L da Costa… - PLoS Computational …, 2016 - journals.plos.org
Accurate means to detect mild traumatic brain injury (mTBI) using objective and quantitative
measures remain elusive. Conventional imaging typically detects no abnormalities despite …

Memory retrieval brain–behavior disconnection in mild traumatic brain injury: A magnetoencephalography and diffusion tensor imaging study

Y Hung, M Vandewouw, Z Emami, S Bells… - Human Brain …, 2022 - Wiley Online Library
Mild traumatic brain (mTBI) injury is often associated with long‐term cognitive and
behavioral complications, including an increased risk of memory impairment. Current …