Yusuke Yamamoto

(山本祐輔)

Profile Information

Affiliation: Assistant Professor, Department of Medical Engineering, Faculty of Health Science, Aino University
Visiting Researcher, Graduate School of Information Science, University of Hyogo

Degree: Ph.D（Applied Informatics）(Mar, 2023, Graduate School of Applied Informatics, University of Hyogo)

Contact information: y-yamamotome-u.aino.ac.jp
Researcher number: 40984042
J-GLOBAL ID: 202301002889049473
researchmap Member ID: R000051853

Research Areas

Research History

May, 2023 - Present

Visiting Researcher, Graduate School of Information Science, University of Hyogo
Apr, 2023 - Present

Assistant Professor, Department of Medical Engineering, Faculty of Health Science, Aino University
Sep, 2022 - Mar, 2023

Biwako Professional University of Rehabilitation

Education

Apr, 2020 - Mar, 2023

Applied Informatics, Graduate school, Hyogo university
Apr, 2018 - Mar, 2020

Applied Informatics, Graduate school, Hyogo university
Apr, 2014 - Mar, 2018

Department of Biomedical Engineering, Faculty of Biology-Oriented Science and Technology, Kindai University

Awards

Sep, 2022

Paper Award, Cross-Correlation Analysis of After Emotional Stimulation in EEG Using a Smartphone, Japan Society for Fuzzy Theory and Intelligent Informatics

Ayumi Muramatsu, Yusuke Yamamoto, Yuko Mizuno-Matsumoto

Papers

ヘッドマウントディスプレイを使用した運動イメージ時の脳波の機能的結合性の評価

坂口雄哉, 村松歩, 山本祐輔, 奥谷研, 平上尚吾, 水野(松本)由子

作業療法, 44(5) 504-512, Oct, 2025 Peer-reviewed
Evaluation of the Effects of Motion Imitation on Autonomic Activity in a Virtual Reality Environment Using Electrocardiogram and Photoplethysmographic Digital Volumetric Pulse Wave

30, 2 163-172, Jun, 2025 Peer-reviewed
Brain Function Assessment of EEG in Mild Cognitive Impairment using Timelag Analysis

Akifumi Tanabe, Kento Harachi, Yusuke Yamamoto, Ayumi Muramatsu, Hajime Nagahara, Noriko Takemura, Shinji Shimojo, Daisuke Furihata, Yuko Mizuno-Matsumoto

IEEJ Transactions on Electronics, Information and Systems, 145(4) 467-473, Apr 1, 2025 Peer-reviewed
Development of a Model for Discriminating Electroencephalograms of Patients with Mild Cognitive Impairment and Healthy Individuals Using a Support Vector Machine.

Akifumi Tanabe, Kyosuke Nakatani, Kento Harachi, Yusuke Yamamoto, Ayumi Muramatsu, Hajime Nagahara, Noriko Takemura, Shinji Shimojo, Daisuke Furihata, Yuko Mizuno-Matsumoto, Kazue Kamae-Shigenobu, Kazuhiro Shinosaki

SCIS/ISIS, 1-3, 2024
Evaluation of Autonomic Function of Care Combining Stretching and Hand Baths.

関谷まり, 村松歩, 山本祐輔, 原地絢斗, 田邉晃史, 水野(松本)由子

日本福祉工学会誌, 26(1), 2024 Peer-reviewed

Misc.

theta帯域におけるtimelag解析を用いた軽度認知障害患者の脳波の各領域における特徴抽出

田邉晃史, 原地絢斗, 山本祐輔, 山本祐輔, 村松歩, 村松歩, 長原一, 武村紀子, 下條真司, 水野(松本)由子, 水野(松本)由子, 降籏大介

臨床神経生理学(Web), 52(5), 2024
コヒーレンス時系列解析を用いた情動ストレス負荷時における脳波の相互相関係数

村松歩, 村松歩, 山本祐輔, 山本祐輔, 原地絢斗, 田邉晃史, 長原一, 武村紀子, 下條真司, 水野(松本)由子, 水野(松本)由子, 降籏大介

臨床神経生理学(Web), 52(5), 2024
うつ病群と無気力群における脳波の部位間関連性解析

山本祐輔, 久山愛翔, 村松歩, 村松歩, 原地絢斗, 田邊晃史, 長原一, 武村紀子, 下條真司, 水野(松本)由子, 水野(松本)由子, 降籏大介, 釜江(繁信)和恵, 篠崎和弘

臨床神経生理学(Web), 52(5), 2024
機械学習を用いた脳波による軽度認知症の鑑別に向けた特徴抽出

十川哲, 山本祐輔, 原地絢斗, 村松歩, 長原一, 武村紀子, 水野(松本)由子, 水野(松本)由子, 水野(松本)由子, 下條真司

日本生体医工学会大会プログラム・抄録集(Web), 62nd, 2023
機械学習を用いたてんかん性異常波出現直前の脳波判別

荒木陽孝, 十川哲, 村松歩, 原地絢斗, 田邉晃史, 山本祐輔, 山本祐輔, 長原一, 武村紀子, 水野(松本)由子, 水野(松本)由子, 下條真司

臨床神経生理学(Web), 51(5), 2023

Presentations

Movement imitation in a virtual reality environment increases cardiac sympathetic activity

Yuya Sakaguchi, Ayumi Muramatsu, Yusuke Yamamoto, Ken Okutani, Shogo Hiragami, Yuko Mizuno-Matsumoto

WFOT (World Federation of Occupational Therapists) Congress 2026, Feb 9, 2026
脳波の機械学習を用いた映像デバイスの違いによる運動イメージ内容の判別の比較

坂口雄哉, 村松歩, 山本祐輔, 田邉晃史, 平上尚吾, 奥谷研, 水野(松本)由子

第55回日本臨床神経生理学会学術大会, Nov 13, 2025
作業療法介入による課題遂行時における心理状態および脳波変化の評価

坂口雄哉, 村松歩, 山本祐輔, 田邉晃史, 小林隆司, 水野(松本)由子

第47回Fmθ研究会, Mar 22, 2025
Development of a model for discriminating electroencephalograms of patients with mild cognitive impairment and healthy individuals using a support vector machine

Akifumi Tanabe, Kyosuke Nakatani, Kento Harachi, Yusuke Yamamoto, Ayumi Muramatsu, Hajime Nagahara, Noriko Takemura, Shinji Shimojo, Daisuke Furihata, Yuko Mizuno-Matsumoto, Kazue Kamae-Shigenobu, Kazuhiro Shinosaki

Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS 2024), Nov 9, 2024
EEG spectral analysis of effects of action observation using head-mounted display on motor imagery

Yuya Sakaguchi, Yusuke Kawaguchi, Daiki Noguchi, Ayumi Muramatsu, Yusuke Yamamoto, Kento Harachi, Akifumi Tanabe, Ryuji Kobayashi, Shogo Hiragami, Ken Okutani, Kenta Hashimoto, Yuko Mizuno-Matsumoto

The 8th Asia Pacific Occupational Therapy Congress (APOTC) 2024, Nov 6, 2024

Teaching Experience

Apr, 2023 - Present

Information Science Practice (Aino University)
Apr, 2023 - Present

Electrical Engineering Practice (学校法人藍野大学)
Apr, 2023 - Present

Physics (Aino University)
Sep, 2022 - Present

Physics II (Biwako Professional University of Rehabilitation)

Professional Memberships

Mar, 2025 - Present

電子情報通信学会
Aug, 2018 - Present

Japanese Society of Clinical Neurophysiology

Research Projects

随意運動介助型ロボットを用いた合目的的動作が脳・筋コヒーレンスに与える影響の解明

科学研究費助成事業, 日本学術振興会, Apr, 2026 - Mar, 2029

坂口雄哉, 南征, 小林隆司, 塚越累, 水野由子, 山本祐輔, 村松歩
Development of an AI System for Early Detection of Mental Frailty in Young Adults Based on Dynamic Interactions between Wearable EEG and Cardiac Signals

Apr, 2026 - Mar, 2029

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