研究業績 Publications

@inproceedings{Yoshidomi2024-cl,

title = {Classification of Carotid Plaque with Jellyfish Sign Through Convolutional and Recurrent Neural Networks Utilizing Plaque Surface Edges},

author = {Takeshi Yoshidomi and Shinji Kume and Hiroaki Aizawa and Akira Furui},

year  = {2024},

date = {2024-07-01},

urldate = {2024-07-01},

booktitle = {Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC2024)},

note = {accepted},

keywords = {},

pubstate = {forthcoming},

tppubtype = {inproceedings}

}

@inproceedings{Yoneda2024-in,

title = {Inter-Subject Variance Transfer Learning for EMG Pattern Classification Based on Bayesian Inference},

author = {Seitaro Yoneda and Akira Furui},

year  = {2024},

date = {2024-07-01},

urldate = {2024-07-01},

booktitle = {Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC2024)},

note = {accepted},

keywords = {},

pubstate = {forthcoming},

tppubtype = {inproceedings}

}

@inproceedings{Fukuda2024-st,

title = {Stochastic Fluctuation in EEG Evaluated via Scale Mixture Model for Decoding Emotional Valence},

author = {Shunya Fukuda and Akira Furui and Maro Machizawa and Toshio Tsuji},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of 2024 IEEE/SICE International Symposium on System Integration (SII 2024)},

note = {accepted},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Yoneda2023-lj,

title = {Bayesian Approach for Adaptive EMG Pattern Classification via Semi-supervised Sequential Learning},

author = {Seitaro Yoneda and Akira Furui},

url = {https://arxiv.org/abs/2310.00252},

year  = {2023},

date = {2023-10-01},

urldate = {2023-10-01},

booktitle = {Proceedings of 2023 IEEE International Conference on Systems, 

Man, and Cybernetics (SMC)},

pages = {3310-3315},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Furui2023-lc,

title = {Evaluating Classifier Confidence for Surface EMG Pattern  Recognition},

author = {Akira Furui},

url = {https://arxiv.org/abs/2304.05898},

year  = {2023},

date = {2023-04-13},

urldate = {2023-04-13},

booktitle = {Proceedings of 45th Annual International Conference of the IEEE 

 Engineering in Medicine & Biology Society (EMBC)},

note = {accepted},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hashimoto2022-eg,

title = {Automated Classification of General Movements in Infants Using a  Two-stream Spatiotemporal Fusion Network},

author = {Yuki Hashimoto* and Akira Furui* and Koji Shimatani and Maura Casadio and Paolo Moretti and Pietro Morasso and Toshio Tsuji},

url = {https://link.springer.com/chapter/10.1007/978-3-031-16434-7_72

http://arxiv.org/abs/2207.03344

https://github.com/uoNuM/two-stream-gma},

year  = {2022},

date = {2022-09-01},

urldate = {2022-07-01},

booktitle = {Proceedings of the 25th international conference on Medical 

 image computing and computer-assisted intervention 

 (MICCAI 2022)},

pages = {753-762},

address = {Singapore},

note = {*Equal contribution, acceptance rate = 31%},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Miyamoto2022-vb,

title = {Neural Network-based Estimation of Microbubbles Generated in 

 Cardiopulmonary Bypass Circuit: A Clinical Application Study},

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/10.1109/EMBC48229.2022.9871662},

year  = {2022},

date = {2022-07-01},

booktitle = {Proceedings of 44th Annual International Conference of the 

 IEEE Engineering in Medicine & Biology Society (EMBC)},

pages = {617--620},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hatamoto2022-zh,

title = {Sleep EEG Analysis Based on a Scale Mixture Model and its  Application to Sleep Spindle Detection},

author = {Miyari Hatamoto and Akira Furui and Keiko Ogawa and Toshio Tsuji},

url = {http://dx.doi.org/10.1109/SII52469.2022.9708856},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {Proceedings of 2022 IEEE/SICE International Symposium on 

 System Integration (SII)},

pages = {887--892},

address = {Virtual Conference due to COVID-19},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Furui2021-lc,

title = {A Time-Series Scale Mixture Model of EEG with a Hidden  Markov Structure for Epileptic Seizure Detection},

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

url = {http://dx.doi.org/10.1109/EMBC46164.2021.9630840},

year  = {2021},

date = {2021-11-01},

urldate = {2021-11-01},

booktitle = {Proceedings of 43rd Annual International Conference of the 

 IEEE Engineering in Medicine & Biology Society (EMBC2021)},

volume = {2021},

pages = {5832--5836},

address = {Virtual Conference due to COVID-19},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Xu2021-mq,

title = {Pressure-based detection of heart and respiratory rates  from human body surface using a biodegradable  piezoelectric sensor},

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

url = {https://ieeexplore.ieee.org/document/9629926/},

year  = {2021},

date = {2021-11-01},

urldate = {2021-11-01},

booktitle = {Proceedings of 43rd Annual International Conference of the 

 IEEE Engineering in Medicine & Biology Society 

 (EMBC2021)},

pages = {5415--5418},

address = {Virtual Conference due to COVID-19},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Jomyo2021-qc,

title = {A wearable finger-tapping motion recognition system using  biodegradable piezoelectric film sensors},

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

url = {https://ieeexplore.ieee.org/document/9630643/},

year  = {2021},

date = {2021-11-01},

urldate = {2021-11-01},

booktitle = {Proceedings of 43rd Annual International Conference of the 

 IEEE Engineering in Medicine & Biology Society 

 (EMBC2021)},

pages = {6982--6986},

address = {Virtual Conference due to COVID-19},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Sakai2021-mc,

title = {Pen-point trajectory analysis during trail making test  based on a time base generator model},

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

url = {https://ieeexplore.ieee.org/document/9629991/},

year  = {2021},

date = {2021-11-01},

urldate = {2021-11-01},

booktitle = {Proceedings of 43rd Annual International Conference of the 

 IEEE Engineering in Medicine & Biology Society 

 (EMBC2021)},

address = {Virtual Conference due to COVID-19},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Furui2021-jx,

title = {Biomimetic Control of Myoelectric Prosthetic Hand Based on a  Lambda-type Muscle Model},

author = {Akira Furui and Kosuke Nakagaki and Toshio Tsuji},

url = {http://dx.doi.org/10.1109/ICRA48506.2021.9561288},

year  = {2021},

date = {2021-05-01},

urldate = {2021-05-01},

booktitle = {Proceedings of 2021 IEEE International Conference on Robotics 

 and Automation (ICRA)},

pages = {10484--10490},

address = {Xi’an, China & Online},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Furui2020-bt,

title = {Does the variance of surface EMG signals during isometric  contractions follow an inverse gamma distribution?},

author = {Akira Furui and Toshio Tsuji},

url = {http://dx.doi.org/10.1109/EMBC44109.2020.9176102},

year  = {2020},

date = {2020-07-01},

urldate = {2020-07-01},

booktitle = {Proceedings of 42nd Annual International Conference of the 

 IEEE Engineering in Medicine Biology Society (EMBC2020)},

pages = {3118--3121},

address = {Virtual Conference due to COVID-19},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Furui2019-os,

title = {Muscle Fatigue Analysis by Using a Scale Mixture-based  Stochastic Model of Surface EMG Signals},

author = {Akira Furui and Toshio Tsuji},

url = {http://dx.doi.org/10.1109/EMBC.2019.8856348},

year  = {2019},

date = {2019-07-01},

urldate = {2019-07-01},

booktitle = {Proceedings of 41st Annual International Conference of the 

 IEEE Engineering in Medicine and Biology Society (EMBC2019)},

volume = {2019},

pages = {1948--1951},

address = {Berlin, Germany},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Furui2018-xq,

title = {An EMG pattern classification method based on a mixture of  variance distribution models},

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

url = {https://ieeexplore.ieee.org/document/8513446/},

year  = {2018},

date = {2018-07-01},

urldate = {2018-07-01},

booktitle = {Proceedings of 40th Annual International Conference of the 

 IEEE Engineering in Medicine and Biology Society (EMBC2018)},

pages = {5216--5219},

address = {Honolulu, HI, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Akira_Furui2018-wt,

title = {EMG Interface Technology and Robotic Arm Prostheses},

author = {Akira Furui and Toshio Tsuji},

year  = {2018},

date = {2018-01-01},

urldate = {2018-01-01},

booktitle = {7th Hiroshima Conference on Education and Science in Dentistry},

address = {Koujin Conference Hall on Kasumi Campus, Hiroshima University, 

 Hiroshima, Japan},

howpublished = {7th Hiroshima Conference on Education and Science in  Dentistry},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Furui2017-xg,

title = {Variance distribution analysis of surface EMG signals based on  marginal maximum likelihood estimation},

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

url = {http://ieeexplore.ieee.org/document/8037368/},

year  = {2017},

date = {2017-07-01},

urldate = {2017-07-01},

booktitle = {Proceedings of 39th Annual International Conference of the 

 IEEE Engineering in Medicine and Biology Society (EMBC2017)},

pages = {2514--2517},

address = {Jeju Island, Korea},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Furui2017-hd,

title = {Virtual Restoration of Down-sampled EMG Signals Using a  Stochastic Model},

author = {Akira Furui and Hideaki Hayashi and Takaei Kihara and Takahiro Konishi and Yusuke Yoshida and Yuichi Kurita and Toshio Tsuji},

url = {http://dl.acm.org/citation.cfm?id=3162110.3162141},

year  = {2017},

date = {2017-01-01},

urldate = {2017-01-01},

booktitle = {Proceedings of 11th International Convention on Rehabilitation 

 Engineering and Assistive Technology (i-CREATe 2017)},

pages = {26:1--26:4},

address = {Kobe International Conference Center, Kobe},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Kittaka2017-jp,

title = {HUVETS: Hiroshima University Virtual EMG Training 

 System for myoelectric hand control with evaluation of 

 motor skills and fatigue in users},

author = {Masanobu Kittaka and Akira Furui and Toshio Tsuji},

year  = {2017},

date = {2017-01-01},

booktitle = {Global Student Innovation Challenge for Assistive 

 Technology (gSIC-AT), The 11th International Convention 

 on Rehabilitation Engineering and Assistive Technology 

 (i-CREATe2017)},

address = {Kobe International Conference Center, Kobe},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}