Komatsu Akira 小松瞭

Researcher Number	10881469
Other IDs	https://orcid.org/0000-0002-3248-0059
Affiliation (Current)	2025: 仙台高等専門学校, 総合工学科, 助教
Affiliation (based on the past Project Information) *help	2020 – 2022: 仙台高等専門学校, 総合工学科, 助教
Review Section/Research Field	Principal Investigator 0909:Sports sciences, physical education, health sciences, and related fields
Keywords	Principal Investigator 機械学習 / 進行度 / 変形性膝関節症 / 信号処理 / 歩行 / 時系列解析 / センサ・フュージョン / 歩行解析 / IMU

Research Projects
(1 results)
Research Products
(8 results)

Detection of abnormal gait pattern in knee joint using inertial measurement unit and machine learningPrincipal Investigator
- Principal Investigator
  
  Komatsu Akira
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0909:Sports sciences, physical education, health sciences, and related fields
- Research Institution
  Sendai National College of Technology

All 2023 2022 2021

All Journal Article Presentation

[Journal Article] A Novel Classification of Coronal Plane Knee Joint Instability Using Nine-Axis Inertial Measurement Units in Patients with Medial Knee Osteoarthritis2023
- Author(s)
  Tsukamoto Hiroaki、Saito Kimio、Saito Hidetomo、Kijima Hiroaki、Akagawa Manabu、Komatsu Akira、Iwami Takehiro、Miyakoshi Naohisa
- Journal Title
  
  Sensors
  
  Volume: 23 Issue: 5 Pages: 2797-2797
- DOI
  10.3390/s23052797
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K23309
[Journal Article] Effectiveness of gait cycle detection using unsupervised time series analysis2022
- Author(s)
  Komatsu Akira、Iwami Takehiro
- Journal Title
  
  Proceedings of 2022 7th International Conference on Intelligent Informatics and Biomedical Science (ICIIBMS)
  
  Volume: 1 Pages: 1-2
- DOI
  10.1109/iciibms55689.2022.9971502
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K23309
[Journal Article] Evaluation of Knee Flexion Angle During Gait in Knee Osteoarthritis Patients Using Inertial Measurement Unit and Sensor Fusion2022
- Author(s)
  小松瞭、鶴宮聖士、巖見武裕、塚本泰朗、須田智寛、島田洋一
- Journal Title
  
  The Japanese Journal of the Institute of Industrial Applications Engineers
  
  Volume: 10 Issue: 2 Pages: 64-72
- DOI
  10.12792/jjiiae.10.2.64
- ISSN
  2187-5146, 2189-373X
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K23309
[Journal Article] Quantitative Evaluation Related to Disease Progression in Knee Osteoarthritis Patients During Gait2021
- Author(s)
  Tsurumiya Kiyoshi、Hayasaka Wataru、Komatsu Akira、Tsukamoto Hiroaki、Suda Tomohiro、Iwami Takehiro、Shimada Yoichi
- Journal Title
  
  Advanced Biomedical Engineering
  
  Volume: 10 Issue: 0 Pages: 51-57
- DOI
  10.14326/abe.10.51
- NAID
  130008002481
- ISSN
  2187-5219
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K23309
[Journal Article] Association between global sagittal malalignment and increasing hip joint contact force, analyzed by a novel musculoskeletal modeling system2021
- Author(s)
  Miura Takanori、Miyakoshi Naohisa、Saito Kimio、Kijima Hiroaki、Iida Jumpei、Hatakeyama Kazutoshi、Suzuki Kotaro、Komatsu Akira、Iwami Takehiro、Matsunaga Tosiki、Shimada Yoichi
- Journal Title
  
  PLOS ONE
  
  Volume: 16 Issue: 10 Pages: 1-15
- DOI
  10.1371/journal.pone.0259049
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K23309
[Journal Article] Diagnostic Accuracy of the Mobile Assessment of Varus Thrust Using Nine-axis Inertial Measurement Units2021
- Author(s)
  Tsukamoto Hiroaki、Saito Kimio、Matsunaga Toshiki、Iwami Takehiro、Saito Hidetomo、Kijima Hiroaki、Akagawa Manabu、Komatsu Akira、Miyakoshi Naohisa、Shimada Yoichi
- Journal Title
  
  Progress in Rehabilitation Medicine
  
  Volume: 6 Issue: 0 Pages: n/a
- DOI
  10.2490/prm.20210009
- NAID
  130007981734
- ISSN
  2432-1354
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K23309
[Presentation] 9軸慣性センサを用いたdouble level osteotomyの歩行解析2022
- Author(s)
  塚本泰朗, 齊藤英知, 斉藤公男, 小松瞭, 巖見武裕, 宮腰尚久
- Organizer
  第49回日本臨床バイオメカニクス学会（弘前）
- Data Source
  KAKENHI-PROJECT-20K23309
[Presentation] IMUデータに基づいた変形性膝関節症患者歩行の進行度判別手法の開発2022
- Author(s)
  小松瞭, 巖見武裕, 塚本泰朗, 須田智寛, 島田洋一, 宮腰尚久
- Organizer
  第49回日本臨床バイオメカニクス学会（弘前）
- Data Source
  KAKENHI-PROJECT-20K23309

Komatsu Akira 小松 瞭

Research Projects

Research Products

Detection of abnormal gait pattern in knee joint using inertial measurement unit and machine learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] A Novel Classification of Coronal Plane Knee Joint Instability Using Nine-Axis Inertial Measurement Units in Patients with Medial Knee Osteoarthritis2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Effectiveness of gait cycle detection using unsupervised time series analysis2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Evaluation of Knee Flexion Angle During Gait in Knee Osteoarthritis Patients Using Inertial Measurement Unit and Sensor Fusion2022

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] Quantitative Evaluation Related to Disease Progression in Knee Osteoarthritis Patients During Gait2021

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] Association between global sagittal malalignment and increasing hip joint contact force, analyzed by a novel musculoskeletal modeling system2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Diagnostic Accuracy of the Mobile Assessment of Varus Thrust Using Nine-axis Inertial Measurement Units2021

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Presentation] 9軸慣性センサを用いたdouble level osteotomyの歩行解析2022

Author(s)

Organizer

Data Source

[Presentation] IMUデータに基づいた変形性膝関節症患者歩行の進行度判別手法の開発2022

Author(s)

Organizer

Data Source

Komatsu Akira 小松瞭