Identification of chronic mild traumatic brain injury using resting state functional MRI and machine learning techniques

Identification of chronic mild traumatic brain injury using resting state functional MRI and machine learning techniques

Mild traumatic brain injury (mTBI) is a major public health concern that can result in a broad spectrum of short-term and long-term symptoms. Recently, machine learning (ML) algorithms have been used in neuroscience research for diagnostics and prognostic assessment of brain disorders. The present s...

Full description

Bibliographic Details
Main Authors: Faezeh Vedaei, Najmeh Mashhadi, George Zabrecky, Daniel Monti, Emily Navarreto, Chloe Hriso, Nancy Wintering, Andrew B. Newberg, Feroze B. Mohamed
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Neuroscience
Subjects:
mild traumatic brain injury
machine learning
support vector machine
functional magnetic resonance imaging
resting-state
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.1099560/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2022.1099560/full

Similar Items