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Publications

Journal Paper

2025

  1. Tianyi Wang, An Guo, Keisuke Shima, and Yuko Ohno
    Spatial muscle synergy-based network modeling and analysis of sit-to-stand transition with and without robot assistance
    Frontiers in Bioengineering and Biotechnology, Vol. 13, pp. 1-14, 08 May 2025
    DOI: 10.3389/fbioe.2025.1543468

2024

  1. Kensuke Takenaka, Keisuke Shima and Koji Shimatani
    Investigation of Motor Learning Effects Using a Hybrid Rehabilitation System Based on Motion Estimation
    Sensors, Vol. 24, No. 11, 3496, 29th May 2
    DOI: 10.3390/s24113496

2023

  1. Shun Sawai, Shin Murata, Shoya Fujikawa, Ryosuke Yamamoto, Keisuke Shima, and Hideki Nakano
    Effects of Neurofeedback Training Combined with Transcranial Direct Current Stimulation on Motor Imagery: A Randomized Controlled Trial
    Frontiers in Neuroscience, section Neuroprosthetics, Vol. 17, 1148336, 2 March 2023
    DOI: 10.3389/fnins.2023.1148336
  2. Shun Sawai, Shoya Fujikawa, Chihiro Ohsumi, Ryu Ushio, Kosuke Tamura, Ryosuke Yamamoto, Yoshihiro Kai, Shin Murata, Keisuke Shima, and Hideki Nakano
    Effects of Neurofeedback on Standing Postural Control Task with Combined Imagined and Executed Movements
    Frontiers in Neuroscience, Vol. 17, 1199398, 7 July 2023
    DOI: 10.3389/fnins.2023.1199398

2022

  1. Hayato Mikami, Mami Sakata, Keisuke Shima, Tomoyuki Nagara, Makiko Yamashita, and Koji Shimatani
    A single-leg standing test evaluation system for fall prevention in workers
    Advanced Robotics, Vol. 36, No. 24, pp. 1365–1375, 31 October 2022
    DOI: 10.1080/01691864.2022.2132833
  2. Koji Shimatani, Keisuke Shima, and Mami Sakata
    Postural control of children grasping the string of a floating balloon—An attempt to support infant walking acquisition—
    Baby Science, Vol. 21, pp. 40-48, March 2022
    URL: https://jsbs.gr.jp/LEARNED/21.html
  3. Prasetia Utama Putra, Keisuke Shima, and Koji Shimatani
    A deep neural network model for multi-view human activity recognition
    PLOS ONE, Vol. 17, No. 1, e0262181, 7 January 2022
    DOI: 10.1371/journal.pone.0262181

2021

  1. Tsubasa Komiyama, Takayuki Mukaeda, Keisuke Shima
    EMG control of a five-finger-driven robotic hand based on a probabilistic neural network incorporating a mixture of complementary event distributions
    Transactions of the Society of Instrument and Control Engineers, Vol. 57, No. 12, pp. 504-510, December 2021
    DOI: 10.9746/SICETR.57.504
  2. Prasetia Utama Putra, Keisuke Shima, Sergio A. Alvarez, and Koji Shimatani
    Identifying Autism Spectrum Disorder Symptoms Using Response and Gaze Behavior during the Go/NoGo Game CatChicken
    Scientific Reports, Vol. 11, No. 22012, 10 November 2021
    DOI: 10.1038/s41598-021-01050-7
  3. Keisuke Shima, Koji Shimatani, and Mami Sakata
    A wearable light-touch contact device for human balance support
    Scientific Reports, Vol. 11, No. 7324, 1 April 2021
    DOI: 10.1038/s41598-021-85687-4

2020

  1. Takayuki Mukaeda, Keisuke Shima
    Neural Network for Estimating Unlearned Classes Based on Mixed Complementary Distribution
    Transactions of the Society of Instrument and Control Engineers, Vol. 54, No. 1, pp. 9-15, December 2020
    DOI: 10.9746/sicetr.56.532
    ※ 2021 Society of Instrument and Control Engineers Paper Award & Tomoda Award
  2. Toya Kamijo, Mami Sakata, Keisuke Shima, Koji Shimatani
    Evaluation of Virtual Light Touch Phenomenon through Vibration Stimulation Control Based on Body Sway
    Journal of Biomechanical Engineering, Vol. 58, No. 1, pp. 39-46, 10 March 2020
    DOI: 10.11239/jsmbe.58.39
  3. Toshio Tsuji, Shota Nakashima, Hideaki Hayashi, Zu Soh, Akira Furui, Taro Shibanoki, Keisuke Shima, and Koji Shimatani
    Markerless Measurement and Evaluation of General Movements in Infants
    Scientific Reports, Vol. 10, No. 1422, 29 January 2020
    DOI: 10.1038/s41598-020-57580-z

2019

  1. Mami Sakata, Keisuke Shima, Koji Shimatani
    Human Standing Control Model Based on Sensory Reweighting Aiming to Reproduce the Light Touch Phenomenon
    Transactions of the Society of Instrument and Control Engineers, Vol. 55, No. 11, pp. 674-682, 20 November 2019
    DOI: 10.9746/sicetr.55.674

2018

  1. Keisuke Shima, Toshio Tsuji, Akihiko Kandori, Masaru Yokoe, and Saburo Sakoda
    Quantitative Evaluation of Human Finger Tapping Movements Through Magnetic Measurements
    IEEE/ASME Transactions on Mechatronics, Vol. 24, No. 1, pp. 186-196, 12 November 2018 (February 2019)
    DOI: 10.1109/TMECH.2018.2881002
  2. Kenichiro Shishido, Satoshi Tanaka, Koji Shimatani, Shusaku Kanai, Keisuke Shima, Tomoki Ouchida, Mika Okubo
    Gait Characteristics of Stroke Hemiplegia Patients in Turning Tasks — Analysis Using Accelerometers —
    Rigaku Ryoho Kagaku, Vol. 33, No. 2, pp. 229-234, 27 April 2018
    DOI: 10.1589/rika.33.229
  3. Takayuki Mukaeda, Keisuke Shima
    Estimation of Untrained Classes Based on Hidden Markov Model and Identification of Time-Series Biological Signals
    Transactions of the Society of Instrument and Control Engineers, Vol. 54, No. 1, pp. 9-15, 30 January 2018
    DOI: 10.9746/sicetr.54.9

2017

  1. Chie Morimoto, Eisuke Hida, Keisuke Shima, and Hitoshi Okamura
    Temporal Processing Instability with Millisecond Accuracy is a Cardinal Feature of Sensorimotor Impairments in Autism Spectrum Disorder: Analysis Using the Synchronized Finger-Tapping Task
    Journal of Autism and Developmental Disorders, pp. 1–10, 07 October 2017
    DOI: 10.1007/s10803-017-3334-7
  2. Keisuke Shima, Hiroaki Hanai, Koji Shimatani
    Electromyogram-Driven Human-Human Interface Based on Functional Electrical Stimulation and Motion Estimation
    Transactions of the Society of Instrument and Control Engineers, Vol. 53, No. 1, pp. 41-47, 31 January 2017
    DOI: 10.9746/sicetr.53.41
  3. Keisuke Shima and Ryu Sato
    A Novel Haptic Device Design Based on Somatosensory Superimposed Stimuli
    Advanced Robotics, Vol. 31, No. 3, pp. 135-142, 11 January 2017
    DOI: 10.1080/01691864.2016.1266093

2016

  1. Mami Sakata, Keisuke Shima, Koji Shimatani
    Standing Function Evaluation System Utilizing Virtual Light Touch Contact
    Transactions of the Society of Instrument and Control Engineers, Vol. 52, No. 8, pp. 437-445, 31 August 2016
    DOI: 10.9746/sicetr.52.437
  2. Yuko Sano, Akihiko Kandori, Keisuke Shima, Yuki Yamaguchi, Toshio Tsuji, Masafumi Noda, Fumiko Higashikawa, Masaru Yokoe, and Saburo Sakoda
    Quantifying Parkinson's Disease Finger-Tapping Severity by Extracting and Synthesizing Finger Motion Properties
    Journal of the International Federation for Medical and Biological Engineering, Vol. 54, No. 6, pp. 935-965, 31 March 2016
    DOI: 10.1007/s11517-016-1467-z

2015

  1. Takeshi Takaki, Keisuke Shima, Naohisa Mukaidani, Toshio Tsuji, Akira Otsuka, and Takaaki Chin
    Electromyographic Prosthetic Hand Using Grasping-Force-Magnification Mechanism With Five Independently Driven Fingers
    Advanced Robotics, Vol. 29, No. 24, pp. 1586-1598, 08 October 2015
    DOI: 10.1080/01691864.2015.1079502
  2. Keisuke Shima, Junichi Imagi, Hideaki Hayashi, Taro Shibanoki, Yuichi Kurita, and Toshio Tsuji
    Proposal of an Untrained-Class Estimation Neural Network and Its Application to Myoelectric Prosthetic Hand Control
    Journal of the Robotics Society of Japan, Vol. 33, No. 4, pp. 275-284, 15 May 2015
    DOI: 10.7210/jrsj.33.275
  3. Hideaki Hayashi, Taro Shibanoki, Keisuke Shima, Yuichi Kurita, and Toshio Tsuji
    A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-Series Discriminant Component Analysis
    IEEE Transactions on Neural Networks and Learning Systems, Vol. 26, No. 12, pp. 3021-3033, 19 February 2015
    DOI: 10.1109/TNNLS.2015.2400448

2014

  1. Ryo Migita, Koji Shimatani, Taro Shibanoki, Yuichi Kurita, Keisuke Shima, and Toshio Tsuji
    Markerless Infant Behavior Monitoring System Based on Video Analysis
    Journal of Growth and Development Research, Vol. 2014, No. 65, pp. 1-7, 01 November 2014
    DOI: 10.5332/hatsuhatsu.2014.65_1
  2. Shota Nakajima, Ryo Migita, Hideaki Hayashi, Taro Shibanoki, Keisuke Shima, Koji Shimatani, Mikiya Nakatsuka, Akihito Takeuchi, Shin Nakamura, Yuichi Kurita, and Toshio Tsuji
    General Movements Diagnostic Support System for Evaluating Neonatal Spontaneous Movement
    Transactions of the Society of Instrument and Control Engineers, Vol. 50, No. 9, pp. 684-692, 30 September 2014
    DOI: 10.9746/sicetr.50.684
  3. Hideaki Hayashi, Keisuke Shima, Taro Shibanoki, Yuichi Kurita, and Toshio Tsuji
    Dimensionality-Reduced Recurrent Probabilistic Neural Network Based on Time-Series Discriminant Component Analysis
    Transactions of the Society of Instrument and Control Engineers, Vol. 50, No. 4, pp. 356-365, 30 April 2014
    DOI: 10.9746/sicetr.50.356

2013

  1. Keisuke Shima, Yuki Yamaguchi, Taro Shibanoki, Toshio Tsuji, Akihiko Kandori, Yuko Sano, and Saburo Sakoda
    Finger Tapping Motor Function Evaluation and Classification of Parkinson's Disease Patients Using Factor Analysis
    Transactions of the Society of Instrument and Control Engineers, Vol. 49, No. 10, pp. 975-981, October 2013
    DOI: 10.9746/sicetr.49.975
  2. Keisuke Shima, Takahiro Marumoto, Taro Shibanoki, Yuichi Kurita, Toshio Tsuji, Akihiko Kandori, Yuko Sano, Masao Yoshisu, and Saburo Sakoda
    CPG Synergy Hypothesis: Proposal of a CPG Synergy Model Capable of Generating Non-Stationary Rhythmic Signals and Its Application to Finger Tapping Motion Representation
    Transactions of the Society of Instrument and Control Engineers, Vol. 49, No. 7, pp. 688-695, July 2013
    DOI: 10.9746/sicetr.49.688
  3. Keisuke Shima, Yuki Hiramatsu, Taro Shibanoki, and Toshio Tsuji
    Bilateral Motion Classification Method Using Simultaneous Posterior Probability Estimation Neural Network
    Transactions of the Society of Instrument and Control Engineers, Vol. 49, No. 5, pp. 568-575, 31 May 2013
    DOI: 10.9746/sicetr.49.568

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