[HTML][HTML] Machine learning algorithms for predicting outcomes of traumatic brain injury: A systematic review and meta-analysis

E Courville, SF Kazim, J Vellek… - Surgical neurology …, 2023 - ncbi.nlm.nih.gov
Background: Traumatic brain injury (TBI) is a leading cause of death and disability
worldwide. The use of machine learning (ML) has emerged as a key advancement in TBI …

Indirect traumatic optic neuropathy

EL Singman, N Daphalapurkar, H White… - Military Medical …, 2016 - Springer
Indirect traumatic optic neuropathy (ITON) refers to optic nerve injury resulting from impact
remote to the optic nerve. The mechanism of injury is not understood, and there are no …

Brain injury tolerance limit based on computation of axonal strain

D Sahoo, C Deck, R Willinger - Accident Analysis & Prevention, 2016 - Elsevier
Traumatic brain injury (TBI) is the leading cause of death and permanent impairment over
the last decades. In both the severe and mild TBIs, diffuse axonal injury (DAI) is the most …

Mechanical properties of the spinal cord and brain: Comparison with clinical-grade biomaterials for tissue engineering and regenerative medicine

RD Bartlett, D Eleftheriadou, R Evans, D Choi… - Biomaterials, 2020 - Elsevier
Disorders affecting the central nervous system are a leading cause of disability in the world.
Regenerative medicine using biomaterial-based therapies is a growing field that has …

Development of novel anisotropic skin simulants

S Makode, G Singh, A Chanda - Physica Scripta, 2021 - iopscience.iop.org
Skin tissues are anisotropic, and their mechanical characteristics vary widely depending on
where they are located on the body. While some research has been conducted in the past to …

Development of Soft Composite Based Anisotropic Synthetic Skin for Biomechanical Testing

V Gupta, R Singla, G Singh, A Chanda - Fibers, 2023 - mdpi.com
Human skin exhibits highly varying mechanical properties, thickness, hardness, and
anisotropy by virtue of changing fiber distributions and orientations, across different body …

White matter anisotropy for impact simulation and response sampling in traumatic brain injury

W Zhao, S Ji - Journal of neurotrauma, 2019 - liebertpub.com
Advanced neuroimaging provides new opportunities to enhance head injury models,
including the incorporation of white matter (WM) structural anisotropy. Information from high …

[HTML][HTML] A quantitative relationship between rotational head kinematics and brain tissue strain from a 2-D parametric finite element analysis

RW Carlsen, AL Fawzi, Y Wan, H Kesari, C Franck - Brain Multiphysics, 2021 - Elsevier
Given the complex nature of traumatic brain injury (TBI), assessment of injury risk directly
from kinematic measures of head motion remains a challenge. Despite this challenge …

Tissue anisotropy modeling using soft composite materials

A Chanda, C Callaway - Applied Bionics and Biomechanics, 2018 - Wiley Online Library
Soft tissues in general exhibit anisotropic mechanical behavior, which varies in three
dimensions based on the location of the tissue in the body. In the past, there have been few …

White matter injury susceptibility via fiber strain evaluation using whole-brain tractography

W Zhao, JC Ford, LA Flashman… - Journal of …, 2016 - liebertpub.com
Microscale brain injury studies suggest axonal elongation as a potential mechanism for
diffuse axonal injury (DAI). Recent studies have begun to incorporate white matter (WM) …