Kitagawa Kodai

キタガワコウダイ | Kitagawa Kodai

Affiliation and department：
Job title： Assistant Professor
Homepage URL (2)： https://sites.google.com/site/kitagawakitagawa156/home , https://sites.google.com/site/kitagawakitagawa156en/

Research field (4)： Measurement engineering , Biomedical engineering , Medical and welfare engineering , Robotics and intelligent systems

Research keywords (5)： Motion Analysis , Wearable Sensor , 人間工学 , 歩行 , Musculoskeletal Load

Research theme for competitive and other funds (5)：

2023 - 2026 スマートフォン内蔵センサと機械学習による利便性の高い介助動作計測技術の開発
2022 - 2025 腰部負荷低減に資する動作初期姿勢に関する研究
2021 - 2024 Research on the real-time fall prevention system using IMU sensors based on machine learning methods which can be used anywhere on daily basis
2019 - 2022 腰部に低負荷な移乗介助動作の解明と移乗介助動作教育システムの開発
2018 - 2018 Automatic classification method using machine learning with a single inertial measurement unit for trunk posture category of OWAS

Papers (83)：

Kodai Kitagawa, Ryo Takashima, Tadateru Kurosawa, Chikamune Wada. Foot Position Recognition Using a Smartphone Inertial Sensor in Patient Transfer. BioMed. 2024. 4. 2. 112-121
Kodai Kitagawa. Wearable Sensors for Posture and Movement in Patient Handling: A Scoping Review. International Journal of Computer. 2024. 50. 1. 55-64
Kodai Kitagawa, Chikamune Wada, Nobuyuki Toya. Foot Clearance Prediction using Wrist Acceleration and Gait Speed. Journal of Electronics, Electromedical Engineering, and Medical Informatics. 2024. 6. 1. 32-39
Kodai Kitagawa, Hayato Nodagashira, Tadateru Kurosawa, Hinako Maeyama, Chikamune Wada. Effects of Foot Placements on Lumbar Loads in Patient Transfer Motion: Comparison Between Anteroposterior and Mediolateral Placements. Proc. of 2023 IEEE 12th Global Conference on Consumer Electronics (IEEE GCCE 2023). 2023. 257-258
Mitsumasa Hida, Ryota Imai, Misa Nakamura, Hidetoshi Nakao, Kodai Kitagawa, Chikamune Wada, Shinji Eto, Masatoshi Takeda, Masakazu Imaoka. Investigation of factors influencing low physical activity levels in community-dwelling older adults with chronic pain: a cross-sectional study. Scientific reports. 2023. 13. 1. 14062-14062

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MISC (3)：

肥田, 光正, 和田, 親宗, 岡松, 将吾, 北川, 広大, 大西, 忠輔, 多田, 康貴, 湯川, 貴史, 川島, 聡史, 南, 征吾, 畑中, 良太, et al. A non-invasive method for thoracic kyphosis measurement using markerless-digital imaging and open-source software. 大阪河﨑リハビリテーション大学紀要 = Journal of Osaka Kawasaki Rehabilitation University. 2020. 14. 27-31
北川広大, 田口湧, 戸谷伸之. ニューラルネットワークを用いた上肢の加速度による転倒防止向け歩行識別アプリケーションの提案. 釧路工業高等専門学校紀要. 2017. 50. 79-82
北川広大, 郷幸佑, 戸谷伸之. 転倒防止に向けた小型センサによる歩行状態推定方式の諸検討. 2016. 49. 27-30

Lectures and oral presentations (37)：

医療福祉の支援に向けたヒトの動作姿勢に関する研究
(広域連携医療福祉システム支援機構第11回NPO/GCM交流フォーラム 2024)
機器を用いた傾斜刺激の付与による膝関節伸筋活動の誘発
(第12回日本支援工学理学療法学会学術大会 2023)
単一慣性センサを用いた起立介助の足部位置計測に関する基礎検討
(日本設計工学会2023年度秋季大会講演論文集 2023)
Text Mining Analysis on Online Music Reviews: A Pilot Study on Dream Theater
(SICE Annual Conference 2023 (SICE2023) 2023)
Comparison of Regression Models for Foot Position Prediction during Patient Lifting Motion using a Single Inertial Sensor
(SICE Annual Conference 2023 (SICE2023) 2023)

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Education (4)：

2019 - 2022 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Department of Life Science and Systems Engineering
2017 - 2019 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Department of Human Intelligence Systems
2015 - 2017 National Institute of Technology, Kushiro College
2010 - 2015 National Institute of Technology, Kushiro College Department of Electronic Engineering

Professional career (1)：

Work history (1)：

2022/04 - 現在 National Institute of Technology, Hachinohe College Mechanical and Medical Engineering Course, Department of Industrial Systems Engineering Assistant Professor

Committee career (11)：

2024/03 - 現在 Journal of Electronics, Electromedical Engineering, and Medical Informatics 査読者
2024/01 - 現在 Surgical Techniques Development 査読者
2023/12 - 現在 Electronics 査読者
2023/07 - 現在 Muscles 査読者
2023/03 - 現在 Healthcare 査読者

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Awards (9)：

2023/10 - 2023 IEEE 12th Global Conference on Consumer Electronics (IEEE GCCE 2023) Excellent Poster Award: Outstanding Prize Effects of Foot Placements on Lumbar Loads in Patient Transfer Motion: Comparison Between Anteroposterior and Mediolateral Placements
2022/12 - 2022年度青森県保健医療福祉研究発表会・日本ヒューマンケア科学学会第 15 回学術集会合同集会優秀ポスター賞ウェアラブルセンサと機械学習を用いた介助動作における動作姿勢と腰部負荷の推定
2021/03 - 2021 IEEE 3rd Global Conference on Life Sciences and Technologies (IEEE LifeTech2021) Excellent Paper Award for On-site Poster Presentation: 1st Prize Comparison of Machine Learning Algorithms for Patient Handling Recognition based on Body Mechanics
2020/12 - 日本人間工学会九州・沖縄支部会第41 回大会優秀発表賞肘関節の拘縮改善に向けた Tilt Table 使用の検討 -傾斜角度と上腕三頭筋活動との関係-
2019/03 - 学部・博士前期課程卒業生・修了生総代

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Association Membership(s) (4)：

計測自動制御学会 , IEEE EMBS , IEEE , 理学療法科学学会

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