研究業績 Publications

@article{Furui2024-ep,

title = {Epileptic seizure detection using a recurrent neural network with temporal features derived from a scale mixture EEG model},

author = {Akira Furui and Ryota Onishi and Tomoyuki Akiyama and Toshio Tsuji},

year  = {2024},

date = {2024-11-01},

urldate = {2024-01-01},

journal = {IEEE Access},

keywords = {},

pubstate = {forthcoming},

tppubtype = {article}

}

@article{Jomyo2024-fi,

title = {Finger-tapping Motion Recognition Based on Skin Surface Deformation Using Wrist-mounted Piezoelectric Film Sensors},

author = {Shumma Jomyo and Akira Furui and Tatsuhiko Matsumoto and Tomomi Tsunoda and Toshio Tsuji},

doi = {10.1109/JSEN.2024.3386333},

year  = {2024},

date = {2024-06-01},

urldate = {2024-06-01},

journal = {IEEE Sensors Journal},

volume = {24},

number = {11},

pages = {17876-17884},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Kubo2024-co,

title = {Cognitive screening test for rehabilitation using spatiotemporal data extracted from a digital Trail Making Test part-A},

author = {Kouki Kubo and Seiji Hama and Akira Furui and Tomohiko Mizuguchi and Zu Soh and Akiko Yanagawa and Akihiko Kandori and Hiroto Sakai and Yutaro Morisako and Yuki Orino and Maho Hamai and Kasumi Fujita and Shigeto Yamawaki and Toshio Tsuji},

doi = {10.1016/j.heliyon.2024.e33135},

year  = {2024},

date = {2024-06-01},

journal = {Heliyon},

pages = {e33135},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Miyamoto2024-th,

title = {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},

author = {Satoshi Miyamoto and Zu Soh and Shigeyuki Okahara and Akira Furui and Taiichi Takasaki and Keijiro Katayama and Shinya Takahashi and Toshio Tsuji},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {IEEE Open Journal of Engineering in Medicine and Biology},

note = {accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Tabuchi2023-mo,

title = {Motor-cognitive functions required for driving in post-stroke individuals identified via machine-learning analysis},

author = {Genta Tabuchi and Akira Furui and Seiji Hama and Akiko Yanagawa and Koji Shimonaga and Ziqiang Xu and Zu Soh and Harutoyo Hirano and Toshio Tsuji},

year  = {2023},

date = {2023-10-01},

urldate = {2023-10-01},

journal = {Journal of NeuroEngineering and Rehabilitation},

volume = {20},

number = {1},

pages = {139},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Doi2023-ct,

title = {Spatiotemporal patterns of spontaneous movement in neonates are  significantly linked to risk of autism spectrum disorders at 18  months old},

author = {Hirokazu Doi* and Akira Furui* and Rena Ueda and Koji Shimatani and Midori Yamamoto and Kenichi Sakurai and Chisato Mori and Toshio Tsuji},

url = {https://www.nature.com/articles/s41598-023-40368-2},

year  = {2023},

date = {2023-08-01},

urldate = {2023-08-01},

journal = {Scientific Reports},

volume = {13},

number = {1},

pages = {1--10},

publisher = {Nature Publishing Group},

note = {*Equal contribution},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Umayahara2023-ij,

title = {Cough sound-based estimation of vital capacity via cough peak  flow using artificial neural network analysis},

author = {Yasutaka Umayahara and Zu Soh and Akira Furui and Kiyokazu Sekikawa and Takeshi Imura and Akira Otsuka and Toshio Tsuji},

url = {https://trebuchet.public.springernature.app/get_content/a4b0abb9-5ffa-499b-948a-d9df0dbe3a6b},

year  = {2023},

date = {2023-05-01},

urldate = {2023-05-01},

journal = {Scientific Reports},

volume = {13},

pages = {8461},

publisher = {Nature Publishing Group UK},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Doi2022-ri,

title = {Prediction of autistic tendencies at 18 months of age via  markerless video analysis of spontaneous body movements in  4-month-old infants},

author = {Hirokazu Doi* and Naoya Iijima* and Akira Furui* and Zu Soh and Rikuya Yonei and Kazuyuki Shinohara and Mayuko Iriguchi and Koji Shimatani and Toshio Tsuji},

url = {http://dx.doi.org/10.1038/s41598-022-21308-y},

year  = {2022},

date = {2022-10-01},

urldate = {2022-10-01},

journal = {Scientific reports},

volume = {12},

number = {1},

pages = {18045},

note = {*Equal contribution},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Xu2022-nwb,

title = {Beat-to-Beat Estimation of Peripheral Arterial Stiffness From 

 Local PWV for Quantitative Evaluation of Sympathetic Nervous 

 System Activity},

author = {Ziqiang Xu and Toshiki Sakagawa and Akira Furui and Shumma Jomyo and Masanori Morita and Masamichi Ando and Toshio Tsuji},

url = {http://dx.doi.org/10.1109/TBME.2022.3154398},

year  = {2022},

date = {2022-09-01},

journal = {IEEE Transactions on Biomedical Engineering},

volume = {69},

number = {9},

pages = {2806--2816},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Shimonaga2022-ht,

title = {Increased cerebrovascular reactivity in selected brain regions 

 after extracranial-intracranial bypass improves the speed and 

 accuracy of visual cancellation in patients with severe 

 steno-occlusive disease: a preliminary study},

author = {Koji Shimonaga and Seiji Hama and Akira Furui and Akiko Yanagawa and Akihiko Kandori and Hirokazu Atsumori and Shigeto Yamawaki and Toshinori Matsushige and Toshio Tsuji},

url = {http://dx.doi.org/10.1007/s10143-021-01720-0},

year  = {2022},

date = {2022-06-01},

journal = {Neurosurgical review},

volume = {45},

number = {3},

pages = {2257--2268},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Xu2022-bq,

title = {Toward a Robust Estimation of Respiratory Rate Using 

 Cardiovascular Biomarkers: Robustness Analysis Under Pain 

 Stimulation},

author = {Ziqiang Xu and Toshiki Sakagawa and Akira Furui and Shumma Jomyo and Masanori Morita and Masamichi Ando and Toshio Tsuji},

url = {http://dx.doi.org/10.1109/JSEN.2022.3165880},

year  = {2022},

date = {2022-05-01},

journal = {IEEE Sensors Journal},

volume = {22},

number = {10},

pages = {9904--9913},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Furui2021-ts,

title = {EMG pattern recognition via Bayesian inference with scale  mixture-based stochastic generative models},

author = {Akira Furui and Takuya Igaue and Toshio Tsuji},

url = {https://www.sciencedirect.com/science/article/pii/S095741742101037X

https://home.hiroshima-u.ac.jp/~furui/wp-content/uploads/2022/09/Furui2021-ts.pdf},

year  = {2021},

date = {2021-12-01},

urldate = {2021-12-01},

journal = {Expert Systems with Applications},

volume = {185},

pages = {115644},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Muneyasu2021-ne,

title = {Cardiorespiratory synchronisation and systolic blood pressure 

 correlation of peripheral arterial stiffness during endoscopic 

 thoracic sympathectomy},

author = {Toshifumi Muneyasu and Harutoyo Hirano and Akira Furui and Zu Soh and Ryuji Nakamura and Noboru Saeki and Yoshiyuki Okada and Masashi Kawamoto and Masao Yoshizumi and Atsuo Yoshino and Takafumi Sasaoka and Shigeto Yamawaki and Toshio Tsuji},

url = {http://dx.doi.org/10.1038/s41598-021-85299-y},

year  = {2021},

date = {2021-03-01},

journal = {Scientific Reports},

volume = {11},

number = {1},

pages = {5966},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Furui2021-rc,

title = {Non-Gaussianity Detection of EEG Signals Based on a 

 Multivariate Scale Mixture Model for Diagnosis of Epileptic 

 Seizures},

author = {Akira Furui and Ryota Onishi and Akihito Takeuchi and Tomoyuki Akiyama and Toshio Tsuji},

url = {http://dx.doi.org/10.1109/TBME.2020.3006246},

year  = {2021},

date = {2021-02-01},

journal = {IEEE Transactions on Biomedical Engineering},

volume = {68},

number = {2},

pages = {515--525},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Miyamoto2021-ii,

title = {Neural network-based modeling of the number of microbubbles 

 generated with four circulation factors in cardiopulmonary bypass},

author = {Satoshi Miyamoto and Zu Soh and Shigeyuki Okahara and Akira Furui and Taiichi Takasaki and Keijiro Katayama and Shinya Takahashi and Toshio Tsuji},

url = {http://dx.doi.org/10.1038/s41598-020-80810-3},

year  = {2021},

date = {2021-01-01},

journal = {Scientific Reports},

volume = {11},

number = {1},

pages = {549},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Soh2021-jr,

title = {Measurement of emotional states of zebrafish through integrated 

 analysis of motion and respiration using bioelectric signals},

author = {Zu Soh and Motoki Matsuno and Masayuki Yoshida and Akira Furui and Toshio Tsuji},

url = {http://dx.doi.org/10.1038/s41598-020-80578-6},

year  = {2021},

date = {2021-01-01},

journal = {Scientific Reports},

volume = {11},

number = {1},

pages = {187},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Nezu2020-jf,

title = {Predictors of Stroke Outcome Extracted from Multivariate Linear 

 Discriminant Analysis or Neural Network Analysis},

author = {Tomohisa Nezu and Naohisa Hosomi and Kazumasa Yoshimura and Daisuke Kuzume and Hiroyuki Naito and Shiro Aoki and Yuko Morimoto and Masato Kinboshi and Takeshi Yoshida and Yuji Shiga and Naoto Kinoshita and Akira Furui and Genta Tabuchi and Hiroki Ueno and Toshio Tsuji and Hirofumi Maruyama},

url = {http://dx.doi.org/10.5551/jat.59642},

year  = {2020},

date = {2020-12-01},

journal = {Journal of atherosclerosis and thrombosis},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Hama2020-bk,

title = {Relationships between motor and cognitive functions and 

 subsequent post-stroke mood disorders revealed by machine 

 learning analysis},

author = {Seiji Hama and Kazumasa Yoshimura and Akiko Yanagawa and Koji Shimonaga and Akira Furui and Zu Soh and Shinya Nishino and Harutoyo Hirano and Shigeto Yamawaki and Toshio Tsuji},

url = {https://www.nature.com/articles/s41598-020-76429-z},

year  = {2020},

date = {2020-11-01},

journal = {Scientific Reports},

volume = {10},

number = {1},

pages = {1--10},

publisher = {Nature Publishing Group},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Kinoshita2020-jc,

title = {Longitudinal assessment of U-shaped and inverted U-shaped 

 developmental changes in the spontaneous movements of infants 

 via markerless video analysis},

author = {Naoki Kinoshita and Akira Furui and Zu Soh and Hideaki Hayashi and Taro Shibanoki and Hiroki Mori and Koji Shimatani and Yasuko Funabiki and Toshio Tsuji},

url = {https://www.nature.com/articles/s41598-020-74006-y},

year  = {2020},

date = {2020-10-01},

journal = {Scientific reports},

volume = {10},

number = {1},

pages = {1--10},

publisher = {Nature Publishing Group},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Kawashima2020-il,

title = {Video-based evaluation of infant crawling toward quantitative 

 assessment of motor development},

author = {Katsuaki Kawashima and Yasuko Funabiki and Shino Ogawa and Hideaki Hayashi and Zu Soh and Akira Furui and Ayumi Sato and Taiko Shiwa and Hiroki Mori and Koji Shimatani and Haruta Mogami and Yukuo Konishi and Toshio Tsuji},

url = {http://dx.doi.org/10.1038/s41598-020-67855-0},

year  = {2020},

date = {2020-07-01},

journal = {Scientific Reports},

volume = {10},

number = {1},

pages = {11266},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Tsuji2020-ri,

title = {Markerless Measurement and Evaluation of General Movements in 

 Infants},

author = {Toshio Tsuji and Shota Nakashima and Hideaki Hayashi and Zu Soh and Akira Furui and Taro Shibanoki and Keisuke Shima and Koji Shimatani},

url = {http://dx.doi.org/10.1038/s41598-020-57580-z},

year  = {2020},

date = {2020-01-01},

journal = {Scientific Reports},

volume = {10},

number = {1},

pages = {1422},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Kittaka2020-lp,

title = {Spatiotemporal Parameterization of Human Reaching Movements Based 

 on Time Base Generator},

author = {Masanobu Kittaka and Akira Furui and Hiroto Sakai and Pietro Morasso and Toshio Tsuji},

url = {https://ieeexplore.ieee.org/document/9109329},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Access},

volume = {8},

pages = {104944--104955},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{2020-kt,

title = {Jellyfish plaqueの動的解析 -拍動性血流との関係-},

author = {久米 伸治 and 松重 俊憲 and 濱 聖司 and 坂本 繁幸 and 岡崎 貴仁 and 吉岡 成哲 and 川野 伶緒 and 川野 晃輔 and 古居 彬 and 辻 敏夫},

url = {https://www.jstage.jst.go.jp/article/neurosonology/33/3/33_74/_article/-char/ja/},

year  = {2020},

date = {2020-01-01},

journal = {Neurosonology},

volume = {33},

number = {3},

pages = {74--79},

publisher = {Japan Academy of Neurosonology},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{2019-au,

title = {ロボティクスの立場から : 筋シナジー仮説に基づく5指駆動形筋電義手のバイオミメティック制御},

author = {辻 敏夫 and 古居 彬},

url = {https://cir.nii.ac.jp/crid/1520853834238222720},

year  = {2019},

date = {2019-08-01},

urldate = {2019-08-01},

journal = {電子情報通信学会誌},

volume = {102},

number = {8},

pages = {768--771},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Furui2019-bz,

title = {A myoelectric prosthetic hand with muscle synergy--based motion 

 determination and impedance model--based biomimetic control},

author = {Akira Furui and Shintaro Eto and Kosuke Nakagaki and Kyohei Shimada and Go Nakamura and Akito Masuda and Takaaki Chin and Toshio Tsuji},

url = {https://robotics.sciencemag.org/content/4/31/eaaw6339},

year  = {2019},

date = {2019-06-01},

journal = {Science Robotics},

volume = {4},

number = {31},

pages = {eaaw6339},

publisher = {Science Robotics},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Furui2019-ho,

title = {A Scale Mixture-based Stochastic Model of Surface EMG Signals 

 with Variable Variances},

author = {Akira Furui and Hideaki Hayashi and Toshio Tsuji},

url = {http://dx.doi.org/10.1109/TBME.2019.2895683},

year  = {2019},

date = {2019-01-01},

journal = {IEEE Transactions on Biomedical Engineering},

volume = {66},

number = {10},

pages = {2780--2788},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Tsuji2019-vn,

title = {Development of Myoelectric Robotic/Prosthetic Hands with 

 Cybernetic Control at the Biological Systems Engineering 

 Laboratory, Hiroshima University},

author = {Toshio Tsuji and Taro Shibanoki and Go Nakamura and Akira Furui},

url = {http://dx.doi.org/10.20965/jrm.2019.p0027},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

journal = {Journal of Robotics and Mechatronics},

volume = {31},

number = {1},

pages = {27--34},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Hayashi2017-ut,

title = {A variance distribution model of surface EMG signals based on 

 inverse gamma distribution},

author = {Hideaki Hayashi and Akira Furui and Yuichi Kurita and Toshio Tsuji},

url = {http://ieeexplore.ieee.org/document/7833142/},

year  = {2017},

date = {2017-11-01},

journal = {IEEE Transactions on Biomedical Engineering},

volume = {64},

number = {11},

pages = {2672--2681},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Furui2017-su,

title = {An artificial EMG generation model based on signal-dependent 

 noise and related application to motion classification},

author = {Akira Furui and Hideaki Hayashi and Go Nakamura and Takaaki Chin and Toshio Tsuji},

editor = {Enzo Pasquale Scilingo},

url = {http://dx.plos.org/10.1371/journal.pone.0180112},

year  = {2017},

date = {2017-06-01},

journal = {PLoS One},

volume = {12},

number = {6},

pages = {e0180112},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{2017-tg,

title = {筋電インタフェース技術とロボット義手},

author = {辻 敏夫 and 古居 彬 and 中村 豪},

url = {https://www.jstage.jst.go.jp/article/jjspe/83/11/83_1010/_article/-char/ja/},

year  = {2017},

date = {2017-01-01},

urldate = {2017-01-01},

journal = {International Journal of the Japan Society for Precision 

 Engineering},

volume = {83},

number = {11},

pages = {1010--1013},

keywords = {},

pubstate = {published},

tppubtype = {article}

}