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  1. 030 理工学 Science & engineering
  2. 学術雑誌掲載論文

Magnetocardiography Current Source Estimation using Multiple Spatial Filters

https://iwate-u.repo.nii.ac.jp/records/15407
https://iwate-u.repo.nii.ac.jp/records/15407
d49e8c08-9500-4dcc-aa0e-e7d83cd9d7c5
Item type 学術雑誌論文 / Journal Article(1)
公開日 2021-10-04
タイトル
タイトル Magnetocardiography Current Source Estimation using Multiple Spatial Filters
言語
言語 eng
キーワード
主題Scheme Other
主題 magnetocardiography
キーワード
主題Scheme Other
主題 current source estimation
キーワード
主題Scheme Other
主題 spatial filter
キーワード
主題Scheme Other
主題 eLORETA
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_6501
資源タイプ journal article
アクセス権
アクセス権 metadata only access
アクセス権URI http://purl.org/coar/access_right/c_14cb
著者 KOBAYASHI, K.

× KOBAYASHI, K.

KOBAYASHI, K.

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IWAI, M.

× IWAI, M.

IWAI, M.

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ONO, Y.

× ONO, Y.

ONO, Y.

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SUN, W.

× SUN, W.

SUN, W.

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SUGIMACHI, M.

× SUGIMACHI, M.

SUGIMACHI, M.

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KUSANO, K.

× KUSANO, K.

KUSANO, K.

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SHISHIDO, T.

× SHISHIDO, T.

SHISHIDO, T.

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著者(機関)
値 Faculty of Science and Engineering, Iwate Univ.
著者(機関)
値 Faculty of Science and Engineering, Iwate Univ.
著者(機関)
値 Faculty of Science and Engineering, Iwate Univ.
著者(機関)
値 Faculty of Engineering, Kindai Univ.
著者(機関)
値 National Cerebral and Cardiovascular Center Research Institute
著者(機関)
値 National Cerebral and Cardiovascular Center Research Institute
著者(機関)
値 National Cerebral and Cardiovascular Center Research Institute
登録日
日付 2021-10-04
書誌情報 Journal of the Magnetics Society of Japan

巻 45, 号 5, p. 131-135, 発行日 2021-09-01
ISSN
収録物識別子タイプ ISSN
収録物識別子 18822932
ISSN
収録物識別子タイプ ISSN
収録物識別子 18822924
抄録
内容記述タイプ Abstract
内容記述 In this study, cardiac current source localization was simulated using the spatial filter method. We estimated current sources using data from two measurement surfaces, i.e., the front and back of the subject, to reduce the large spatial extension in the depth direction. Three methods for creating spatial filters were developed using the exact low-resolution brain electromagnetic tomography method based on different creation procedures. The first method is a general method that has been conventionally used to create a spatial filter (64ch spatial filter) using a 64ch sensor on the front side. The second method is to create a spatial filter (128ch spatial filter) using two 64ch sensors on the front and back sides as a 128ch sensor. The third method is to create two spatial filters separately and use them as one spatial filter (2 × 64ch spatial filter). In this case, different Tikhonov regularization parameters can be determined on the front and back sides, and optimum noise immunity can be given to each. The accuracy of the estimated current sources using the three types of spatial filters was examined using simulation and MCG data. The results show that the 2 × 64 spatial filter has the highest estimation accuracy and suppresses the large spatial extension of the estimated current sources.
出版者
出版者 日本磁気学会
関係URI
識別子タイプ URI
関連識別子 https://www.jstage.jst.go.jp/article/msjmag/45/5/45_2109R003/_article/-char/ja
関連名称 Magnetocardiography Current Source Estimation using Multiple Spatial Filters
権利
権利情報 © 2021 日本磁気学会
NCID
収録物識別子タイプ NCID
収録物識別子 AA12297999
DOI
識別子タイプ DOI
関連識別子 info:doi/10.3379/msjmag.2109R003
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