| Presentation | 2019-05-17 [Invited Talk] Simulation Data Driven Construction of Real-Time Estimator of Electric Fields Induced in the Brain by Transcranial Magnetic Stimulation Coil Hidekata Hontani, Toyohiro Maki, Tatsuya Yokota, Illkka Laakso, Akimasa Hirata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | By putting a TMS (Transcranial Magnetic Stimulation) coil on the head, one can electrically stimulate local portions of the brain. It is important for applying TMSs to neurosurgeries to accurately estimate the stimulated locations of the brain. Given the 3D distribution of the electrical characteristics such as the impedance inside the head, one can simulate the 3D electric field induced by the TMS coil. Each organ of the head such as the gray matter and the skull has different electrical characteristics and their 3D distribution in the patient’s head should be inferred by analyzing the MR image of the head. This accurate MR image analysis currently requires manual operation and is very time consuming. In this article, we introduce our study on construction of a deep neural network that can directly estimate the 3D electric field in real-time induced by the TMS coil. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | simulation / deep neural network / TMS |
| Paper # | EST2019-7 |
| Date of Issue | 2019-05-10 (EST) |
| Conference Information | |
| Committee | EST |
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| Conference Date | 2019/5/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagoya Inst. Tech. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Simulation techniques, etc. |
| Chair | Akimasa Hirata(Nagoya Inst. of Tech.) |
| Vice Chair | Shinichiro Ohnuki(Nihon Univ.) / Masayuki Kimishima(Advantest) / Jun Shibayama(Hosei Univ.) |
| Secretary | Shinichiro Ohnuki(CIST) / Masayuki Kimishima(National Inst. of Tech.,Sendai College) / Jun Shibayama |
| Assistant | Takahiro Ito(Nagoya Inst. of Tech.) / Kazuhiro Fujita(Fujitsu) |
| Paper Information | |
| Registration To | Technical Committee on Electronics Simulation Technology |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Simulation Data Driven Construction of Real-Time Estimator of Electric Fields Induced in the Brain by Transcranial Magnetic Stimulation Coil |
| Sub Title (in English) | |
| Keyword(1) | simulation |
| Keyword(2) | deep neural network |
| Keyword(3) | TMS |
| 1st Author's Name | Hidekata Hontani |
| 1st Author's Affiliation | Nagoya Institute of Technology(NITech) |
| 2nd Author's Name | Toyohiro Maki |
| 2nd Author's Affiliation | Nagoya Institute of Technology(NITech) |
| 3rd Author's Name | Tatsuya Yokota |
| 3rd Author's Affiliation | Nagoya Institute of Technology(NITech) |
| 4th Author's Name | Illkka Laakso |
| 4th Author's Affiliation | Aalto University(Aalto University) |
| 5th Author's Name | Akimasa Hirata |
| 5th Author's Affiliation | Nagoya Institute of Technology(NITech) |
| Date | 2019-05-17 |
| Paper # | EST2019-7 |
| Volume (vol) | vol.119 |
| Number (no) | EST-42 |
| Page | pp.pp.29-29(EST), |
| #Pages | 1 |
| Date of Issue | 2019-05-10 (EST) |