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Multi-Scale Computational Models for Electrical Brain Stimulation
Electrical brain stimulation (EBS) is an appealing method to treat neurological disorders. To achieve optimal stimulation effects and a better understanding of the underlying brain mechanisms, neuroscientists have proposed computational modeling studies for a decade. Recently, multi-scale models tha...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5662877/ https://www.ncbi.nlm.nih.gov/pubmed/29123476 http://dx.doi.org/10.3389/fnhum.2017.00515 |
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author | Seo, Hyeon Jun, Sung C. |
author_facet | Seo, Hyeon Jun, Sung C. |
author_sort | Seo, Hyeon |
collection | PubMed |
description | Electrical brain stimulation (EBS) is an appealing method to treat neurological disorders. To achieve optimal stimulation effects and a better understanding of the underlying brain mechanisms, neuroscientists have proposed computational modeling studies for a decade. Recently, multi-scale models that combine a volume conductor head model and multi-compartmental models of cortical neurons have been developed to predict stimulation effects on the macroscopic and microscopic levels more precisely. As the need for better computational models continues to increase, we overview here recent multi-scale modeling studies; we focused on approaches that coupled a simplified or high-resolution volume conductor head model and multi-compartmental models of cortical neurons, and constructed realistic fiber models using diffusion tensor imaging (DTI). Further implications for achieving better precision in estimating cellular responses are discussed. |
format | Online Article Text |
id | pubmed-5662877 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-56628772017-11-09 Multi-Scale Computational Models for Electrical Brain Stimulation Seo, Hyeon Jun, Sung C. Front Hum Neurosci Neuroscience Electrical brain stimulation (EBS) is an appealing method to treat neurological disorders. To achieve optimal stimulation effects and a better understanding of the underlying brain mechanisms, neuroscientists have proposed computational modeling studies for a decade. Recently, multi-scale models that combine a volume conductor head model and multi-compartmental models of cortical neurons have been developed to predict stimulation effects on the macroscopic and microscopic levels more precisely. As the need for better computational models continues to increase, we overview here recent multi-scale modeling studies; we focused on approaches that coupled a simplified or high-resolution volume conductor head model and multi-compartmental models of cortical neurons, and constructed realistic fiber models using diffusion tensor imaging (DTI). Further implications for achieving better precision in estimating cellular responses are discussed. Frontiers Media S.A. 2017-10-26 /pmc/articles/PMC5662877/ /pubmed/29123476 http://dx.doi.org/10.3389/fnhum.2017.00515 Text en Copyright © 2017 Seo and Jun. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Seo, Hyeon Jun, Sung C. Multi-Scale Computational Models for Electrical Brain Stimulation |
title | Multi-Scale Computational Models for Electrical Brain Stimulation |
title_full | Multi-Scale Computational Models for Electrical Brain Stimulation |
title_fullStr | Multi-Scale Computational Models for Electrical Brain Stimulation |
title_full_unstemmed | Multi-Scale Computational Models for Electrical Brain Stimulation |
title_short | Multi-Scale Computational Models for Electrical Brain Stimulation |
title_sort | multi-scale computational models for electrical brain stimulation |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5662877/ https://www.ncbi.nlm.nih.gov/pubmed/29123476 http://dx.doi.org/10.3389/fnhum.2017.00515 |
work_keys_str_mv | AT seohyeon multiscalecomputationalmodelsforelectricalbrainstimulation AT junsungc multiscalecomputationalmodelsforelectricalbrainstimulation |