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Daily living foot load estimation system using shoe attachable sensor data for prevention of diabetic foot lesion

Research Project

Project/Area Number 16K12949
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Rehabilitation science/Welfare engineering
Research InstitutionThe University of Tokyo

Principal Investigator

MORI Taketoshi  東京大学, 大学院医学系研究科(医学部), 特任教授 (20272586)

Co-Investigator(Kenkyū-buntansha) 野口 博史  東京大学, 大学院医学系研究科(医学部), 特任講師 (50431797)
大江 真琴  東京大学, 大学院医学系研究科(医学部), 特任准教授 (60389939)
雨宮 歩  千葉大学, 大学院看護学研究科, 助教 (90778507)
Project Period (FY) 2016-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords歩容計測 / フットウェア / 靴 / 装着型センサ / 看護工学 / 看護理工学 / 糖尿病足病変 / 力推定 / 歩行計測 / 歩行時足底力負荷 / モーションセンサ / センサ医療情報工学
Outline of Final Research Achievements

We fabricated a compact, thin weighing sensor device that can be easily attached to the footwear, and estimated the load applied to the foot in daily life. We also tried to clarify the gait where an excessive load occurs and the situation where the high load continues, and the load reduction method and prevention method. We showed the correlation between daily walking of healthy volunteers, in particular the pressure applied to the forefoot. Subsequently, we carried out unrestrained long-time measurement accumulation to find when and where, under what circumstances the large force occurs. Altogether, the method to estimate the force load of the sole forefoot force load was designed, and the validity and reliability were improved. Furthermore, the gait characteristics of diabetic patients were confirmed by simultaneous measurement of force load and leg / foot movement by the examination measurement of diabetic patients’ short distance daily walking.

Report

(3 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • Research Products

    (16 results)

All 2018 2017 2016 2015 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Open Access: 2 results) Presentation (5 results) (of which Int'l Joint Research: 2 results,  Invited: 3 results) Book (2 results) Remarks (1 results)

  • [Journal Article] 工学研究者の関わりにより実現される看護工学研究2017

    • Author(s)
      野口 博史
    • Journal Title

      日本生活支援工学会誌

      Volume: 16 Pages: 15-22

    • NAID

      40021059982

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 下肢救済における看護工学の現状と未来2017

    • Author(s)
      森武俊,真田弘美.
    • Journal Title

      J Jpn Soc Limb Salvage Podiatr Med

      Volume: 9 Pages: 3-10

    • NAID

      130005519939

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 工学技術に基づく足のアセスメント―歩き方,足底の圧とずれの客観計測―2017

    • Author(s)
      野口博史,雨宮歩,大江真琴,竹原君江,真田弘美,森武俊
    • Journal Title

      J Jpn Soc Limb Salvage Podiatr Med

      Volume: 8 Pages: 11-18

    • NAID

      130005519944

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development of a Plantar Load Estimation Algorithm for Evaluation of Forefoot Load of Diabetic Patients during Daily Walks Using a Foot Motion Sensor2017

    • Author(s)
      Ayano Watanabe, Hiroshi Noguchi, Makoto Oe, Hiromi Sanada, and Taketoshi Mori
    • Journal Title

      Journal of Diabetes Research

      Volume: 2017 Pages: 1-8

    • DOI

      10.1155/2017/5350616

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Shear stress-normal stress (Pressure) Ratio (SPR) decides forming callus in patients with diabetic neuropathy2016

    • Author(s)
      Amemiya A, Noguchi H, Oe M, Takehara K, Ohashi Y, Suzuki R, Yamauchi T, Kadowaki T, Sanada H, Mori T.
    • Journal Title

      Journal of Diabetes Research

      Volume: - Pages: 3157123-3157123

    • DOI

      10.1155/2016/3157123

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Factors associated with callus in diabetic patients ―Focused on plantar shear stress during gait―2016

    • Author(s)
      Hamatani M, Mori T, Oe M, Noguchi H, Takehara K, Amemiya A, Ohashi Y, Ueki K, Kadowaki T, Sanada H.
    • Journal Title

      Journal of Diabetes Science and Technology

      Volume: 10(6) Issue: 6 Pages: 1353-1359

    • DOI

      10.1177/1932296816648164

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] 工学技術による歩行測定 ~歩容計測と足底力負荷計測~2016

    • Author(s)
      森武俊
    • Journal Title

      日本フットケア学会雑誌

      Volume: 14 Pages: 1-10

    • NAID

      40020804416

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Comparison of Gait Features Between Feet With Callus or Corns and Normal Feet Using Motion Sensors in People With Diabetes and People Without Diabetes.2015

    • Author(s)
      Amemiya A, Noguchi H, Oe M, Ohashi Y, Takehara K, Ueki K, Kadowaki T, Sanada H, Mori T.
    • Journal Title

      J Diabetes Sci Technol.

      Volume: 10(2) Issue: 2 Pages: 614-615

    • DOI

      10.1177/1932296815616135

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] シンポジウム4フットケアを深める臨床研究 工学的アプローチによる歩行時のずれ計測と靴のフィッティングの視覚化2018

    • Author(s)
      野口 博史, 大江 真琴, 竹原 君江, 福田 真祐, 大橋 優美子, 門脇 孝, 真田 弘美, 森 武俊
    • Organizer
      第16回フットケア学会年次学術集会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Bioengineering Nursing: A New Field of Nursing & Biomedical Engineering Science. Emergence of Collaboration between Engineering and Nursing2017

    • Author(s)
      Taketoshi Mori
    • Organizer
      University of British Columbia Nursing School Visiting Lecturer Symposia
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] IoTで看護が変わる - 特別企画1招待講演 -2017

    • Author(s)
      森武俊
    • Organizer
      第26回日本創傷・オストミー・失禁管理学会学術集会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] The External Force Associated with Callus Formation under the First Metatarsal Head is Reduced by Wearing Rocker Sole Shoes2017

    • Author(s)
      Ayumi Amemiya, Rena Okonogi Hiroki Yamakawa,Kaori Susumu, Tatsuya Jitsuishi, Hisayoshi Sugawara, Yuji L. Tanaka, Masatoshi Komiyama,Taketoshi Mori
    • Organizer
      39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC'17)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Establishment of a measurement method for in-shoe pressure and shear stress in specific regions for diabetic ulcer prevention2016

    • Author(s)
      Ayumi Amemiya, Hiroshi Noguchi, Makoto Oe, Hiromi Sanada and Taketoshi Mori
    • Organizer
      38th Annual International Conference of the IEEE Engineering in Medicine and Bilogogy Society(EMBC2016)
    • Place of Presentation
      Orlando, Florida USA
    • Year and Date
      2016-08-16
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Book] 進化を続ける!褥瘡・創傷 治療・ケア アップデート.ISBN: 9784796523936.2016

    • Author(s)
      森武俊分担執筆.真田弘美,市岡滋,溝上祐子編著.
    • Total Pages
      215
    • Publisher
      照林社
    • Related Report
      2016 Research-status Report
  • [Book] 社会を変える健康のサイエンス: 健康総合科学への21の扉。ISBN-13: 978-41306340692016

    • Author(s)
      森武俊分担執筆.東京大学医学部健康総合科学科.
    • Total Pages
      148
    • Publisher
      東京大学出版会
    • Related Report
      2016 Research-status Report
  • [Remarks] Life Support Technology

    • URL

      http://www.lifesupport.m.u-tokyo.ac.jp/

    • Related Report
      2017 Annual Research Report

URL: 

Published: 2016-04-21   Modified: 2019-03-29  

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