Unraveling the Local Relation Between Tissue Composition and Human Brain Mechanics Through Machine Learning

Unraveling the Local Relation Between Tissue Composition and Human Brain Mechanics Through Machine Learning

The regional mechanical properties of brain tissue are not only key in the context of brain injury and its vulnerability towards mechanical loads, but also affect the behavior and functionality of brain cells. Due to the extremely soft nature of brain tissue, its mechanical characterization is chall...

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Bibliographic Details
Main Authors: Kevin Linka, Nina Reiter, Jasmin Würges, Martin Schicht, Lars Bräuer, Christian J. Cyron, Friedrich Paulsen, Silvia Budday
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
human brain
viscoelasticity
constitutive modeling
microstructure
mechanical properties
artificial neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2021.704738/full

Internet

https://www.frontiersin.org/articles/10.3389/fbioe.2021.704738/full

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