Predictors of stroke outcome extracted from multivariate linear discriminant analysis or neural network analysis
Tomohisa Nezu, Naohisa Hosomi, Kazumasa Yoshimura, Hiroyuki Naito, Shiro Aoki, Yuko Morimoto, Masato Kinboshi, Takeshi Yoshida, Yuji Shiga, Naoto Kinoshita, Akira Furui, Genta Tabuchi, Hiroki Ueno, Toshio Tsuji, and Hirofumi Maruyama
Journal of Atherosclerosis and Thrombosis (accepted, SCI, IF=3.876)
Longitudinal Assessment of U-shaped and Inverted U-shaped Developmental Changes in the Spontaneous Movements of Infants via Markerless Video Analysis
Naoki Kinoshita, Akira Furui, Zu Soh, Hideaki Hayashi, Taro Shibanoki, Hiroki Mori, Koji Shimatani, Yasuko Funabiki, and Toshio Tsuji
Scientific Reports, volume 10, Article number: 16827, doi.org/10.1038/s41598-020-74006-y, Published online: 08 October 2020. (SCI, IF=3.998)
Targeted central nervous system irradiation of Caenorhabditis elegans induces a limited effect on motility
Michiyo Suzuki, Zu Soh, Hiroki Yamashita, Toshio Tsuji, and Tomoo Funayama
Biology, volume 9, issue 9, 289, DOI 10.3390/biology9090289, Published: 14 September 2020 (SCI, IF=3.796)
Recurrent Probabilistic Neural Network-based Short-term Prediction for Acute Hypotension and Ventricular Fibrillation
Toshio Tsuji, Tomonori Nobukawa, Akihisa Mito, Harutoyo Hirano, Zu Soh, Ryota Inokuchi, Etsunori Fujita, Yumi Ogura, Shigehiko Kaneko, Ryuji Nakamura, Noboru Saeki, Masashi Kawamoto, and Masao Yoshizumi
Scientific Reports, volume 10, Article number: 11970, doi:doi.org/10.1038/s41598-020-68627-6, Published online: 20 July 2020. (SCI, IF=4.011)
Non-Gaussianity Detection of EEG Signals Based on a Multivariate Scale Mixture Model for Diagnosis of Epileptic Seizures
Akira Furui, Ryota Onishi, Akihito Takeuchi, Tomoyuki Akiyama, and Toshio Tsuji
IEEE Transactions on Biomedical Engineering, Digital Object Identifier: 10.1109/TBME.2020.3006246, Date of publication: 01 July 2020 (SCI, IF = 4.424)
Video-based Evaluation of Infant Crawling toward Quantitative Assessment of Motor Development
Katsuaki Kawashima, Yasuko Funabiki, Shino Ogawa, Hideaki Hayashi, Zu Soh, Akira Furui, Ayumi Sato, Taiko Shiwa, Hiroki Mori, Koji Shimatani, Haruta Mogami, Yukuo Konishi, and Toshio Tsuji
Scientific Reports, volume 10, Article number: 11266, doi:10.1038/s41598-020-67855-0, Published online: 09 July 2020. (SCI, IF=4.011)
Spatiotemporal Parameterization of Human Reaching Movements Based on Time Base Generator
Masanobu Kittaka, Akira Furui, Hiroto Sakai, Pietro Morasso, and Toshio Tsuji
IEEE Access, vol. 8, pp.104944-104955, Digital Object Identifier: 10.1109/ACCESS.2020.3000273, Date of publication: 05 June 2020 (SCI, IF=4.098)
Non-invasive Central Venous Pressure Measurement Using Enclosed-zone Central Venous Pressure (ezCVPTM)
Takayuki Hidaka, Yoji Sumimoto, Yoshihiro Dohi, Haruka Morimoto, Hitoshi Susawa, Kazuhiro Nitta, Ken Ishibashi, Satoru Kurisu, Haruki Hashimoto, Yukihiro Fukuda, Shogo Matsui, Shinji Kishimoto, Masato Kajikawa, Tatsuya Maruhashi, Teiji Ukawa, Chikara Goto, Ayumu Nakashima, Kensuke Noma, Toshio Tsuji, Yasuki Kihara, and Yukihito Higashi
Circulation Journal, Vol.84, No.7, pp. 1112 – 1117, June 2020. (SCI, IF=3.025)
The right hemisphere is important for driving-related cognitive function after stroke
Koji Shimonaga, Seiji Hama, Toshio Tsuji, Kazumasa Yoshimura, Shinya Nishino, Akiko Yanagawa, Zu Soh, Toshinori Matsushige, Tatsuya Mizoue, Keiichi Onoda, Hidehisa Yamashita, Shigeto Yamawaki, and Kaoru Kurisu
Neurosurgical Review, doi.org/10.1007/s10143-020-01272-911, March 2020 (SCI, IF=2.532)
Human Hand Impedance Characteristics during Maintained Posture in Multi-Joint Arm Movements
T. Tsuji, P. Morasso, K. Goto, and K. Ito
Biological Cybernetics, Vol.72, pp.475-485, 1995.
A Log-Linearized Gaussian Mixture Network and Its Application to EEG Pattern Classification
T. Tsuji, O. Fukuda, H. Ichinobe, and M. Kaneko
IEEE Transactions on Systems, Man, and Cybernetics-Part C: Applications and Reviews, Vol. 29, No. 1, pp. 60-72, February 1999.
A Recurrent Log-linearized Gaussian Mixture Network
T. Tsuji, N. Bu, M. Kaneko, and O. Fukuda
IEEE Transactions on Neural Networks, Vol.14, No.2, pp.304-316, March 2003.
A Human-Assisting Manipulator Teleoperated by EMG Signals and Arm Motions
O. Fukuda, T. Tsuji, M. Kaneko and A. Otsuka
IEEE Transactions on Robotics and Automation, Vol.19, No.2, pp.210-222, April 2003.
Quantitative Evaluation of Pain during Electrocutaneous Stimulation using a Log-Linearized Peripheral Arterial Viscoelastic Model
H. Matsubara, H. Hirano, H. Hirano, Z. Soh, R. Nakamura, N. Saeki, M. Kawamoto, M. Yoshizumi, A. Yoshino, T. Sasaoka, S. Yamawaki, and T. Tsuji
Scientific Reports, volume 8, Article number: 3091, doi:10.1038/s41598-018-21223-11, Published online: 15 February 2018.
Continuous Blood Viscosity Monitoring System for Cardiopulmonary Bypass Applications
S. Okahara, Z. Soh, S. Miyamoto, H. Takahashi, S. Takahashi, T. Sueda, and T. Tsuji
IEEE Transactions on Biomedical Engineering, Vol.64, No.7, pp. 1503-1512, DOI:10.1109/TBME.2016.2610968, JULY 2017.
Assessment of Lower-limb Vascular Endothelial Function Based on Enclosed Zone Flow-mediated Dilation
H. Hirano, R. Takama, R. Matsumoto, H. Tanaka, H. Hirano, Z. Soh, T. Ukawa, T. Takayanagi, H. Morimoto, R. Nakamura, N. Saeki, H. Hashimoto, S. Matsui, S. Kishimoto, N. Oda, M. Kajikawa, T. Maruhashi, M. Kawamoto, M. Yoshizumi, Y. Higashi, and T. Tsuji
Scientific Reports, volume 8, Article number: 9263, doi:10.1038/s41598-018-27392-3, Published online: 18 June 2018.
A computational model of internal representations of chemical gradients in environments for chemotaxis of Caenorhabditis elegans
Z. Soh, K. Sakamoto , M. Suzuki , Y. Iino, and T. Tsuji
Scientific Reports, volume 8, Article number: 17190, doi:10.1038/s41598-018-35157-1, Published online: 21 November 2018.
A Scale Mixture-based Stochastic Model of Surface EMG Signals with Variable Variances
A. Furui, H. Hayashi, and T. Tsuji
IEEE Transactions on Biomedical Engineering, DOI: 10.1109/TBME.2019.2895683, Date of Publication: 28 January 2019.
A myoelectric prosthetic hand with muscle synergy-based motion determination and impedance model-based biomimetic control
A. Furui, S. Eto, K. Nakagaki, K. Shimada, G. Nakamura, A. Masuda, T. Chin, and T. Tsuji
Science Robotics, Vol. 4, Issue 31, eaaw6339, DOI: 10.1126/scirobotics.eaaw6339, 26 June 2019.
Markerless Measurement and Evaluation of General Movements in Infants
T. Tsuji, S. Nakashima, H. Hayashi, Z. Soh, A. Furui, T. Shibanoki, K. Shima, and K. Shimatani
Scientific Reports, volume 10, Article number: 1422, doi:10.1038/s41598-020-57580-z, Published online: 29 January 2020.