Combined simulation of bioelectromagnetics and nerve activation and its application

Research output: Contribution to journalArticleScientificpeer-review

Researchers

Research units

  • Nagoya Institute of Technology

Abstract

The electric field in numerical human models has been used as an evaluation metric in the last 30 years. Recently, multiphysics, multi-scale modeling, and fast computation methods have advanced the state of the art in electrostimulation. These methods combined with image processing and machine learning are expected to bring personalized medicine in the near future. In this review, we presented two examples of electrostimulation; nerve root stimulation and brain stimulation. For the latter example, machine learning is demonstrated to successfully estimate the induced electric field in the brain.

Details

Original languageEnglish
Pages (from-to)265-270
Number of pages6
JournalIEEJ Transactions on Fundamentals and Materials
Volume138
Issue number6
Publication statusPublished - 1 Jan 2018
MoE publication typeA1 Journal article-refereed

    Research areas

  • Electromagnetic simulation, Machine learning, Medical images, Nerve activation, Patient-specific electro-stimulation

ID: 26984801