Combining multiple indices of diffusion tensor imaging can better differentiate patients with traumatic brain injury from healthy subjects

HAF Abdelrahman, S Ubukata, K Ueda… - Neuropsychiatric …, 2022 - Taylor & Francis
Aim Diffuse axonal injury (DAI) is one of the most common pathological features of traumatic
brain injury (TBI). Diffusion tensor imaging (DTI) indices can be used to identify and quantify …

[HTML][HTML] Machine learning-based classification of chronic traumatic brain injury using hybrid diffusion imaging

JJ Muller, R Wang, D Milddleton, M Alizadeh… - Frontiers in …, 2023 - frontiersin.org
Background and purpose Traumatic brain injury (TBI) can cause progressive
neuropathology that leads to chronic impairments, creating a need for biomarkers to detect …

[HTML][HTML] White matter microstructure is associated with functional, cognitive and emotional symptoms 12 months after mild traumatic brain injury

T Hellstrøm, LT Westlye, T Kaufmann, N Trung Doan… - Scientific reports, 2017 - nature.com
Identifying patients at risk of poor outcome after mild traumatic brain injury (MTBI) is
essential to aid prognostics and treatment. Diffuse axonal injury (DAI) may be the primary …

[HTML][HTML] Machine learning classification of chronic traumatic brain injury using diffusion tensor imaging and NODDI: A replication and extension study

JM Maurer, KA Harenski, S Paul, VM Vergara… - Neuroimage …, 2023 - Elsevier
Individuals with acute and chronic traumatic brain injury (TBI) are associated with unique
white matter (WM) structural abnormalities, including fractional anisotropy (FA) differences …

Diffusion tensor imaging of traumatic brain injury review: implications for neurorehabilitation

GT Voelbel, HM Genova, ND Chiaravalotti… - …, 2012 - content.iospress.com
Diffusion tensor imaging (DTI) has widely been used to investigate the microstructural
damage of white matter tracts that occur in individuals with traumatic brain injury (TBI). In the …

What can be learned from diffusion tensor imaging from a large traumatic brain injury cohort?: white matter integrity and its relationship with outcome

AM Castano Leon, M Cicuendez, B Navarro… - Journal of …, 2018 - liebertpub.com
Traumatic axonal injury (TAI) contributes significantly to mortality and morbidity after
traumatic brain injury (TBI), but its identification is still a diagnostic challenge because of the …

Diffusion tensor imaging detects clinically important axonal damage after mild traumatic brain injury: a pilot study

JJ Bazarian, J Zhong, B Blyth, T Zhu, V Kavcic… - Journal of …, 2007 - liebertpub.com
The goal of the current investigation was to detect clinically important axonal damage in
cerebral white matter after mild traumatic brain injury (TBI) using diffusion tensor imaging …

Diffusion tensor imaging biomarkers for traumatic axonal injury: analysis of three analytic methods

CDM De La Plata, FG Yang, JY Wang… - Journal of the …, 2011 - cambridge.org
Traumatic axonal injury (TAI) is a common mechanism of traumatic brain injury not readily
identified using conventional neuroimaging modalities. Novel imaging modalities such as …

DTI-derived parameters differ between moderate and severe traumatic brain injury and its association with psychiatric scores

AL Zaninotto, DC Grassi, D Duarte, PA Rodrigues… - Neurological …, 2022 - Springer
Background and aim Diffusion tensor imaging (DTI) parameters in the corpus callosum have
been suggested to be a biomarker for prognostic outcomes in individuals with diffuse axonal …

Diffusion tensor imaging parameters in mild traumatic brain injury and its correlation with early neuropsychological impairment: a longitudinal study

V Veeramuthu, V Narayanan, TL Kuo… - Journal of …, 2015 - liebertpub.com
We explored the prognostic value of diffusion tensor imaging (DTI) parameters of selected
white matter (WM) tracts in predicting neuropsychological outcome, both at baseline and 6 …