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 …
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 …
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 …
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
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 …
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 …
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 …
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 …
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
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 …
classified as mild. These mild injuries are not visible on routine clinical imaging. The …
Detecting mild traumatic brain injury using resting state magnetoencephalographic connectivity
Accurate means to detect mild traumatic brain injury (mTBI) using objective and quantitative
measures remain elusive. Conventional imaging typically detects no abnormalities despite …
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 …
behavioral complications, including an increased risk of memory impairment. Current …
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