Kodai Kitagawa

Profile Information

Affiliation: Assistant Professor (Ph.D. in Engineering), Mechanical and Medical Engineering Course, Department of Industrial Systems Engineering, National Institute of Technology, Hachinohe College

Degree: Ph.D. in Engineering(Mar, 2022, Kyushu Institute of Technology)

Contact information: kitagawakitagawa156gmail.com
Researcher number: 20965256
J-GLOBAL ID: 202201008421593746
researchmap Member ID: R000037533

External link: https://sites.google.com/site/kitagawakitagawa156en/

Research Interests

Research Areas

Research History

Apr, 2022 - Present

Assistant Professor, Mechanical and Medical Engineering Course, Department of Industrial Systems Engineering, National Institute of Technology, Hachinohe College

Education

Apr, 2019 - Mar, 2022

Department of Life Science and Systems Engineering, Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology
Apr, 2017 - Mar, 2019

Department of Human Intelligence Systems, Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology
Apr, 2015 - Mar, 2017

National Institute of Technology, Kushiro College
Apr, 2010 - Mar, 2015

Department of Electronic Engineering, National Institute of Technology, Kushiro College

Committee Memberships

Sep, 2022 - Present

査読者, Sensors
Aug, 2022 - Present

査読者, Applied Sciences
Jul, 2022 - Present

査読者, International Journal of Environmental Research and Public Health (IJERPH)
Aug, 2019 - Present

査読者, Journal of Occupational Health

Awards

Dec, 2022

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, 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

北川広大, 永﨑孝之, 中野聡太, 肥田光正, 岡松将吾, 和田親宗
Mar, 2021

Excellent Paper Award for On-site Poster Presentation: 1st Prize, Comparison of Machine Learning Algorithms for Patient Handling Recognition based on Body Mechanics, 2021 IEEE 3rd Global Conference on Life Sciences and Technologies (IEEE LifeTech2021)

Kodai Kitagawa, Takayuki Nagasaki, Sota Nakano, Mitsumasa Hida, Shogo Okamatsu, Chikamune Wada
Dec, 2020

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－, 日本人間工学会九州・沖縄支部会第41 回大会

大西熙, 中野聡太, 北川広大, 和田親宗
Mar, 2019

学部・博士前期課程卒業生・修了生総代

Kodai Kitagawa
Mar, 2019

最優秀修士論文発表賞

Kodai Kitagawa
Nov, 2018

Best Paper Award, Relationship between foot position and stresses of the L4–L5 joint in supported standing-up via musculoskeletal simulation”, 21st International Conference on Mechanics in Medicine and Biology

Kodai Kitagawa, Yoshiki Nishisako, Takayuki Nagasaki, Sota Nakano, Chikamune Wada
Nov, 2017

優秀発表賞, 脊柱起立筋の表面筋電位を用いた低負荷な抱え上げ動作の基礎検討, 第36回計測自動制御学会九州支部学術講演会学生発表交流会

北川広大, 上園剛史, 永﨑孝之, 中野聡太, 和田親宗
Mar, 2017

地域振興協力会会長賞

Kodai Kitagawa

Papers

Investigation on Occupational Injuries in the Japanese Fishing Industry

Kodai Kitagawa

IETI Transactions on Ergonomics and Safety, 6(2) 31-38, Dec, 2022 Peer-reviewedLead authorLast authorCorresponding author
Relationship Between Musculoskeletal Load and Weight of Manual Fish Handling Via 2D Simulation

Kodai Kitagawa

British Journal of Healthcare and Medical Research, 9(6) 190-193, Dec, 2022 Peer-reviewedLead authorLast authorCorresponding author
Artificial Neural Network for Prediction of Vertebral Force during Manual Lifting using 2D Digital Image

Kodai Kitagawa, Chikamune Wada, Mitsumasa Hida, Hiroaki Yamamoto

10th International Symposium on Applied Engineering and Sciences (SAES2022), C000007, Dec, 2022 Peer-reviewedLead authorCorresponding author
Combination of Gradient Boosting and Gaussian Process for Foot Placement Prediction using Wearable Sensors

Kodai Kitagawa, Takayuki Nagasaki, Sota Nakano, Mitsumasa Hida, Shogo Okamatsu, Chikamune Wada

C000020, Dec, 2022 Peer-reviewedLead authorCorresponding author
Foot Placement and Arm Movement Combination while Turning Patients to Prevent Lower Back Pain

Kodai Kitagawa, Koji Matsumoto, Hayato Nodagashira, Takayuki Nagasaki, Sota Nakano, Mitsumasa Hida, Shogo Okamatsu, Chikamune Wada

International Journal of Human Movement and Sports Sciences, 10(5) 1060-1066, Nov, 2022 Peer-reviewedLead authorCorresponding author
変形性膝関節症患者の関節位置覚に対する膝装具の効果 ―装具の装着圧力に着目した解析―

山本裕晃, 岡松将吾, 北川広大, 和田親宗

リハビリテーション・エンジニアリング, 37(2) 91-96, Jun, 2022 Peer-reviewed
Identification of the cause of fall during the pre-impact fall period.

Sho Sasaki, Hiroaki Yamamoto, Kodai Kitagawa, Chikamune Wada

Journal of physical therapy science, 34(4) 320-326, Apr, 2022 Peer-reviewed
Automatic Gait Classification using Arm Acceleration based on Stature and Gait Speed.

Kodai Kitagawa, Chikamune Wada, Nobuyuki Toya

IEEE LifeTech2022 (IEEE Xplore), 636-637, Apr, 2022 Peer-reviewedLead authorCorresponding author
Comparison of Machine Learning Algorithms for Ball Velocity Prediction in Baseball Pitcher using a Single Inertial Sensor

Kodai Kitagawa

Transactions on Machine Learning and Artificial Intelligence, 10(6) 9-14, 2022 Peer-reviewedLead authorLast authorCorresponding author
Prediction Method for Large Grasping Force using Single-Channel Surface Electromyography: A Pilot Study

Kodai Kitagawa

European Journal of Applied Sciences, 10(6) 320-325, 2022 Peer-reviewedLead authorLast authorCorresponding author
Effect of Knee Orthosis Pressure Variation on Muscle Activities during Sit-to-Stand Motion in Patients with Knee Osteoarthritis.

Hiroaki Yamamoto, Shogo Okamatsu, Kodai Kitagawa, Chikamune Wada

International journal of environmental research and public health, 19(3), 2022 Peer-reviewed
Transfer Learning-based Camera Viewpoint Identification for Assistive System to Bus-waiting Visually Impaired

Hiroki Sugino, Ibai Gorordo Fernandez, Watcharin Tangsuksant, Kodai Kitagawa, Chikamune Wada

9 th International Symposium on Applied Engineering and Sciences (SAES2021), 163-164, Dec, 2021 Peer-reviewed
Relationship between Wearing Pressure of Flexible Knee Orthosis and Muscle Activity during Standing-up: A Pilot Study for Knee Osteoarthritis Patient

Hiroaki Yamamoto, Shogo Okamatsu, Kodai Kitagawa, Chikamune Wada

18th World Congress of the International Society for Prosthetics and Orthotics (ISPO 2021), 196, Nov, 2021 Peer-reviewed
Comparison of Sensor Position for Abnormal Gait Detector using an Inertial Measurement Unit

Go Eto, Ibai Fernandez, Kodai Kitagawa, Siti Anom Ahmad, Chikamune Wada

15th International collaboration Symposium on Information, Production and Systems (ISIPS 2021), D1-4, Nov, 2021 Peer-reviewed
Evaluation of Spine Fixation via Spinal Orthosis during Picking-up Motion using Wearable Flex Sensor

Tatsuya Onishi, Ibai Gorordo Fernandez, Kodai Kitagawa, Yuji Katae, Naoki Chijiwa, Takahito Oda, Aki Kuwazono, Hisashi Arizono, Chikamune Wada

15th International collaboration Symposium on Information, Production and Systems (ISIPS 2021), D2-2, Nov, 2021 Peer-reviewed
Movement Guidance Device in Indoor Environment using Inertial Sensor

Haoran Wang, Ibai Gorordo Fernandez, Kodai Kitagawa, Chikamune Wada

15th International collaboration Symposium on Information, Production and Systems (ISIPS 2021), D2-4, Nov, 2021 Peer-reviewed
Suitable Combination of Bed Height and Foot Position for Turning Patient on a Bed

Kodai Kitagawa, Kotaro Yamamoto, Chikamune Wada

43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC2021), 5194, Nov, 2021 Peer-reviewedLead authorCorresponding author
Foot Clearance Prediction Using Wrist Position: A Pilot Study Via Public Dataset

Kodai Kitagawa, Chikamune Wada, Nobuyuki Toya

43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC2021), 5195, Nov, 2021 Peer-reviewedLead authorCorresponding author
Foot Position Measurement during Assistive Motion for Sit-to-Stand Using a Single Inertial Sensor and Shoe-Type Force Sensors.

Kodai Kitagawa, Ibai Gorordo Fernandez, Takayuki Nagasaki, Sota Nakano, Mitsumasa Hida, Shogo Okamatsu, Chikamune Wada

International journal of environmental research and public health, 18(19), Oct 6, 2021 Peer-reviewedLead authorCorresponding author
Evaluation Of Wearable Flex Sensor For Spine Angle Measurement During Picking-Up Motion

Tatsuya Onishi, Ibai Gorordo Fernandez, Kodai Kitagawa, Yuji Katae, Naoki Chijiwa, Aki Kuwazono, Hisashi Arizono, Chikamune Wada

17th IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (IEEE BSN'21), ID736693 (1 page), Jul, 2021 Peer-reviewed

Misc.

A non-invasive method for thoracic kyphosis measurement using markerless-digital imaging and open-source software

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, Mitsumasa, HIDA, Seigo, MINAMI, Ryota, HATANAKA

大阪河﨑リハビリテーション大学紀要 = Journal of Osaka Kawasaki Rehabilitation University, 14 27-31, Mar, 2020 Invited
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

北川広大, 田口湧, 戸谷伸之

釧路工業高等専門学校紀要, (50) 79-82, Jan, 2017 Peer-reviewedLead author
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

北川広大, 郷幸佑, 戸谷伸之

49 27-30, Jan 30, 2016 Peer-reviewedLead author

Presentations

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

北川広大, 永﨑孝之, 中野聡太, 肥田光正, 岡松将吾, 和田親宗

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, Dec, 2022
特殊傾斜台を用いた傾斜刺激の付与による肘関節伸筋活動の誘発

中野聡太, 岡田裕隆, 中村浩一, 北川広大, 和田親宗

第11回日本支援工学理学療法学会学術大会, Dec, 2022
シミュレーションによる上肢の加速度情報を用いた足の高さ推定手法の基礎検討

北川広大, 和田親宗, 戸谷伸之

Japan ATフォーラム2022 講演論文集, pp.11-12, Sep, 2022
高齢者のための歩容見守り方式の検討～慣性センサと無線通信の適用～

戸谷伸之, 北川広大, 和田親宗

電子情報通信学会技術報告, vol. 122, no. 82, MBE2022-11,, 2022
異なる装着圧力の膝装具が変形性膝関節症患者の立ち上がり動作に与える影響

山本裕晃, 岡松将吾, 北川広大, 和田親宗

日本義肢装具学会誌, Sep, 2021, (一社)日本義肢装具学会
膝装具の装着圧力の変化が変形性膝関節症の関節位置覚に与える影響

山本裕晃, 岡松将吾, 北川広大, 和田親宗

リハ工学カンファレンス講演論文集, Sep, 2021, (一社)日本リハビリテーション工学協会
立ち上がり動作時の軟性膝装具装着圧力の解析

山本裕晃, 岡松将吾, 北川広大, 和田親宗

The Japanese Journal of Rehabilitation Medicine, May, 2021, (公社)日本リハビリテーション医学会
高齢者の脊柱側彎をデジタル画像によりマーカレスに推定する測定法の提案

長谷川歩菜, 肥田光正, 上谷幸代, 上谷幸美, 岡松将吾, 北川広大, 和田親宗

The Japanese Journal of Rehabilitation Medicine, May, 2021, (公社)日本リハビリテーション医学会
理学療法学科1年次生が装具に対して抱くイメージ

山本裕晃, 北川広大, 和田親宗

理学療法学Supplement, 2021, 公益社団法人日本理学療法士協会
慣性センサを用いた起立動作中の体幹角度計測－センサ装着位置の検討－

Chu Xiangyu, Ibai Gorordo Fernandez, 北川広大, 和田親宗

日本人間工学会九州・沖縄支部会第41 回大会, Dec, 2020
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－

大西熙, 中野聡太, 北川広大, 和田親宗

Dec, 2020
デジタル画像を用いた高齢者の姿勢測定法の一般化に関する一考察

肥田光正, 肥田光正, 今岡真和, 中村美砂, 中尾英俊, 今井亮太, 田崎史江, 北川広大, 岡松将吾, 岡松将吾, 大西忠輔, 和田親宗

電子情報通信学会技術研究報告(Web), 2020
デジタル画像を用いた円背測定手法の開発

肥田光正, 大西忠輔, 和田親宗, 南征吾, 多田康貴, 湯川貴史, 川島聡史, 岡松将吾, 北川広大

The Japanese Journal of Rehabilitation Medicine, Oct, 2019, (公社)日本リハビリテーション医学会
ベッド上での体位変換介助における介助者の足部配置と腰部負荷の関係

松本光司, 北川広大, 和田親宗

リハ工学カンファレンス講演論文集, Aug, 2019, (一社)日本リハビリテーション工学協会
腰部に低負荷な起立介助動作の提案に向けた介助者の足部位置に関する検討

北川広大, 西迫善希, 永﨑孝之, 中野聡太, 和田親宗

釧路工業高等専門学校第９回若手理・工学セミナー, Aug, 2019
杖型計測装置による日常動作の識別方法の提案

黄贇初, 西迫善希, 北川広大, 森藤達雄, 國生直也, 藤本隆, 土谷圭央, 泉博之, 田中孝之, 和田親宗

2019年日本生体医工学会九州支部学術講演会, Mar, 2019
足底圧情報による起立介助者の足部位置推定法の提案

北川広大, 永崎孝之, 中野聡太, 和田親宗

リハ工学カンファレンス講演論文集(CD-ROM), 2019
移乗介助における介助者の腰痛予防に向けた腰部負荷軽減方法の紹介

北川広大, 永﨑孝之, 中野聡太, 和田親宗

釧路工業高等専門学校第８回若手理・工学セミナー, Aug, 2018
歩行中における上肢の加速度を用いた下肢状態の識別について

北川広大

釧路工業高等専門学校第 7 回若手理・工学セミナー, Aug, 2017
Identification of low load motion duing transfer nursing care by using wearable sensors

上園剛史, 北川広大, 和田親宗, 永崎孝之, 中野聡太

計測自動制御学会九州支部学術講演会予稿集(CD-ROM), 2017

Teaching Experience

2022 - Present

集中英語演習Ⅳ (Hachinohe National College of Technology)
2022 - Present

卒業研究 (Hachinohe National College of Technology)
2022 - Present

産業システム工学セミナー (Hachinohe National College of Technology)
2022 - Present

情報処理Ⅱ (Hachinohe National College of Technology)
2022 - Present

情報処理Ⅲ (Hachinohe National College of Technology)
2022 - Present

メカトロニクス (Hachinohe National College of Technology)
2022 - Present

ロボティクス (八戸工業高等専門学校)
2022 - 2022

工学演習Ⅰ（技術英語担当） (Hachinohe National College of Technology)
2018 - 2021

Practicum in Intelligent Machine Design (Kyushu Institute of Technology)

Professional Memberships

Dec, 2020 - Present

IEEE EMBS
Dec, 2020 - Present

IEEE
Apr, 2017 - Present

理学療法科学学会

Research Projects

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

科学研究費助成事業若手研究, 日本学術振興会, Apr, 2023 - Mar, 2026

北川広大
腰部負荷低減に資する動作初期姿勢に関する研究

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2022 - Mar, 2025
Research on the real-time fall prevention system using IMU sensors based on machine learning methods which can be used anywhere on daily basis

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2021 - Mar, 2024
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

Oct, 2019 - Mar, 2022
Automatic classification method using machine learning with a single inertial measurement unit for trunk posture category of OWAS

2018年度前期国際会議論文発表者助成, Jun, 2018 - Jun, 2018

Kodai Kitagawa, Sai-Wei Yang, Fan-Chih Kuo, Chikamune Wada

Social Activities

公開講座「メカnoワールド体験塾Aコース」

Logistic support

八戸工業高等専門学校, Oct 15, 2022
中学生一日体験入学

Logistic support

八戸工業高等専門学校, Sep 3, 2022 - Sep 4, 2022

Profile Information

Research Interests

Research Areas

Research History

Education

Committee Memberships

Awards

Papers

Misc.

Presentations

Teaching Experience

Professional Memberships

Research Projects

Social Activities

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