Neuroanatomic markers of posttraumatic epilepsy based on mr imaging and machine learning

H Akrami, RM Leahy, A Irimia, PE Kim… - American Journal …, 2022 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Although posttraumatic epilepsy is a common
complication of traumatic brain injury, the relationship between these conditions is unclear …

Neuroanatomic markers of post-traumatic epilepsy based on magnetic resonance imaging and machine learning

H Akrami, RM Leahy, A Irimia, PE Kim, CN Heck… - medRxiv, 2020 - medrxiv.org
Although post-traumatic epilepsy (PTE) is a common complication of traumatic brain injury
(TBI), the relationship between these conditions is unclear, early PTE detection and …

Predicting posttraumatic epilepsy with MRI: prospective longitudinal morphologic study in adults

A Messori, G Polonara, F Carle, R Gesuita… - …, 2005 - Wiley Online Library
Purpose: Evaluation of morphologic risk factors for posttraumatic epilepsy (PTE) by using
brain magnetic resonance imaging (MRI) in serial assessments≤ 2 years after traumatic …

Machine learning of multimodal MRI to predict the development of epileptic seizures after traumatic brain injury

M La Rocca, R Garner, K Jann, H Kim, P Vespa… - 2019 - openreview.net
One common consequence of Traumatic Brain Injury (TBI) that causes significant disability
amongst patient populations is post-traumatic epilepsy (PTE). In this work, we use machine …

Early brain biomarkers of post-traumatic seizures: initial report of the multicentre epilepsy bioinformatics study for antiepileptogenic therapy (EpiBioS4Rx) prospective …

ES Lutkenhoff, V Shrestha, JR Tejeda… - Journal of Neurology …, 2020 - jnnp.bmj.com
Background Traumatic brain injury (TBI) causes early seizures and is the leading cause of
post-traumatic epilepsy. We prospectively assessed structural imaging biomarkers …

Distribution and volume analysis of early hemorrhagic contusions by MRI after traumatic brain injury: a preliminary report of the Epilepsy Bioinformatics Study for …

M La Rocca, G Barisano, A Bennett, R Garner… - Brain imaging and …, 2021 - Springer
Traumatic brain injury (TBI) can produce heterogeneous injury patterns including a variety of
hemorrhagic and non-hemorrhagic lesions. The impact of lesion size, location, and …

Early seizures and temporal lobe trauma predict post-traumatic epilepsy: a longitudinal study

MA Tubi, E Lutkenhoff, MB Blanco, D McArthur… - Neurobiology of …, 2019 - Elsevier
Objective Injury severity after traumatic brain injury (TBI) is a well-established risk factor for
the development of post-traumatic epilepsy (PTE). However, whether lesion location …

Imaging of sequelae of head trauma

CS Zee, A Hovanessian, JL Go… - Neuroimaging …, 2002 - neuroimaging.theclinics.com
Head trauma is a major public health problem in the United States, responsible for 200 to
300 hospital admissions per 100,000 population each year. Most of the admissions last only …

[HTML][HTML] A multimodal imaging approach to the evaluation of post-traumatic epilepsy

SF Storti, E Formaggio, E Franchini… - … Resonance Materials in …, 2012 - Springer
Object Electroencephalography-functional magnetic resonance imaging (EEG-fMRI)
coregistration and high-density EEG (hdEEG) can be combined to map noninvasively …

ADC mapping and T1-weighted signal changes on post-injury MRI predict seizure susceptibility after experimental traumatic brain injury

L Frey, A Lepkin, A Schickedanz, K Huber… - Neurological …, 2014 - Taylor & Francis
Objective: Post-traumatic epilepsy (PTE) is a serious complication of traumatic brain injury
(TBI). This study is designed to determine the feasibility of using multiparametric MRI …