Furui Akira

フルイアキラ | Furui Akira

Affiliation and department：
Job title： Associate Professor
Homepage URL (2)： https://petitstella.github.io , https://petitstella.github.io/en/

Research field (2)： Soft computing , Biomedical engineering

Research keywords (5)： biosignal analysis , stochastic model , 機械学習 , パターン認識 , 医用データ解析

Research theme for competitive and other funds (9)：

2023 - 2029 Research on developmental course of body movement in infants with ASD and development of early screening system
2023 - 2027 乳児自発運動を構成する『基底運動』の発見と発達障害の超早期スクリーニングへの挑戦
2022 - 2027 Non-invasive microneurography: Reconstruction of peripheral sympathetic nerve activity using an arterial mechanics model
2023 - 2026 筋電位信号に対するもつれ解き表現学習法の提案とロバストな操作インタフェースの実現
2021 - 2024 知識埋め込み型ベイズ深層学習の提案と希少データ解析への応用

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Papers (40)：

Shunya Fukuda, Akira Furui, Maro G. Machizawa, Toshio Tsuji. Stochastic Fluctuation in EEG Evaluated via Scale Mixture Model for Decoding Emotional Valence. SII. 2024. 567-572
Satoshi Miyamoto, Zu Soh, Shigeyuki Okahara, Akira Furui, Taiichi Takasaki, Keijiro Katayama, Shinya Takahashi, Toshio Tsuji. The Number of Microbubbles Generated During Cardiopulmonary Bypass Can Be Estimated Using Machine Learning From Suction Flow Rate, Venous Reservoir Level, Perfusion Flow Rate, Hematocrit Level, and Blood Temperature. IEEE open journal of engineering in medicine and biology. 2024. 5. 66-74
Genta Tabuchi, Akira Furui, Seiji Hama, Akiko Yanagawa, Koji Shimonaga, Ziqiang Xu, Zu Soh, Harutoyo Hirano, Toshio Tsuji. Motor-cognitive functions required for driving in post-stroke individuals identified via machine-learning analysis. Journal of neuroengineering and rehabilitation. 2023. 20. 1. 139-139
Hirokazu Doi, Akira Furui, Rena Ueda, Koji Shimatani, Midori Yamamoto, Kenichi Sakurai, Chisato Mori, Toshio Tsuji. Spatiotemporal patterns of spontaneous movement in neonates are significantly linked to risk of autism spectrum disorders at 18 months old. Scientific reports. 2023. 13. 1. 13869-13869
Akira Furui. Evaluating Classifier Confidence for Surface EMG Pattern Recognition. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2023. 2023. 1-4

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MISC (4)：

福田隼也, 古居彬, 熊谷遼, 阪井浩人, 町澤まろ, 辻敏夫. Decoding of Emotional Valence Based on a Scale Mixture Model of EEG. 電気学会電子・情報・システム部門大会(Web). 2022. 2022
坂川俊樹, 古居彬, 平野陽豊, 秋吉駿, 笹岡貴史, SOH Zu, 岡田芳幸, 吉野敦雄, 中村隆治, 佐伯昇, et al. Non-invasive Estimation of Muscle Sympathetic Nerve Activity Based on Peripheral Arterial Stiffness. 電子情報通信学会大会講演論文集(CD-ROM). 2020. 2020
秋吉駿, 古居彬, 平野陽豊, 隅山慎, 棟安俊文, 三戸景永, 曽智, 笹岡貴史, 吉野敦雄, 神谷諭史, et al. 末梢交感神経活動に基づく人間の疼痛評価. 日本生体医工学会大会プログラム・抄録集(Web). 2019. 58th
Toshio Tsuji, Akira Furui, Go Nakamura. Electromyographic Interface Technology and Robotic Arm Prostheses. Journal of the Japan Society for Precision Engineering. 2017. 83. 11. 1010-1013

Patents (7)：

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Lectures and oral presentations (15)：

Development of Automatic Classification System for Jellyfish Sign Using Deep Learning
(20th The Society of Instrument and Control Engineers Conference on System Integration Division 2019)
2 次元姿勢推定深層学習モデルを用いた新生児 General Movements の評価
(第8回日本発達神経科学学会予稿集 2019)
尺度混合モデルに基づく脳波解析手法の提案とてんかん発作検出への応用
(第19回計測自動制御学会システムインテグレーション部門講演会 (SI2018) 2018)
CHLAC特徴量を用いた新生児General Movements動画像識別の精度検証
(第19回計測自動制御学会システムインテグレーション部門講演会 (SI2018) 2018)
An EMG Pattern Classification Method Based on a Mixture of Variance Distribution Models
(40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18) 2018)

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Professional career (1)：

Awards (2)：

2020/11 - Hiroshima University Phoenix Outstanding Researcher Award
2018/08 - IEEE EMBS East and Central Japan Chapter/West Japan Chapter Young Researcher Award

Association Membership(s) (2)：

計測自動制御学会 , IEEE

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