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Monitoring of swallowing function by statistical model and by spatial temporal analysis of swallowing sound

Research Project

Project/Area Number 16K13028
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Applied health science
Research InstitutionShizuoka University

Principal Investigator

Nishimura Masafumi  静岡大学, 情報学部, 教授 (60740363)

Co-Investigator(Kenkyū-buntansha) 森野 智子  静岡県立大学短期大学部, その他部局等, 講師 (20582703)
西田 昌史  静岡大学, 情報学部, 准教授 (80361442)
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: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords嚥下音 / 嚥下機能評価 / 嚥下自動検出 / 行動モニタリング / 高齢者 / 高齢者支援 / 嚥下機能 / 誤嚥 / 嚥下検診 / VF検査 / 音声等認識 / スマートセンサ情報システム
Outline of Final Research Achievements

Early detection of symptoms of swallowing disorder is very important for health maintenance of the elderly. To realize a noninvasive and easy-to-use information gathering of swallowing function, we tried to utilize sound information. A long-time monitoring system of swallowing behavior in daily life and an evaluation system to carry out conventional swallowing function tests automatically were developed and evaluated in real environments. Furthermore, we achieved better performance in swallowing recognition by combining a throat microphone with a conventional acoustic microphone or with another throat microphone located in vertical position. We also examined possibility of automatic detection of misswallowing by analyzing recorded sounds of erroneous swallowing in detail.

Report

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

    (19 results)

All 2018 2017 2016

All Presentation (17 results) (of which Int'l Joint Research: 4 results,  Invited: 1 results) Patent(Industrial Property Rights) (2 results)

  • [Presentation] Dietary and Conversational Behavior Monitoring by Using Sound Information2018

    • Author(s)
      Jumpei Ando, Takato Saito, Satoshi Kawasaki, Masaji Katagiri, Daizo Ikeda, Hiroshi Mineno, Takashi Tsunakawa, Masafumi Nishida, Masafumi Nishimura
    • Organizer
      RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] GMMを用いた反復唾液嚥下テスト自動評価システム2018

    • Author(s)
      山下 大貴,古川 大輔,村西 幸代,森野 智子,黒岩 眞吾,綱川 隆司,西田 昌史,西村 雅史
    • Organizer
      情報処理学会第80回全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 健常者における訓練飴の口腔機能向上に関する効果の検証2018

    • Author(s)
      森野智子, 戸畑温子, 溝口奈菜
    • Organizer
      日本老年歯科医学会第29回学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 咽喉マイクを用いた嚥下機能検査システムの性能改善に関する検討2017

    • Author(s)
      山下大貴,綱川隆司,西田昌史,西村雅史,古川大輔,村西幸代,森野智子,黒岩眞吾
    • Organizer
      情報処理学会第79回全国大会,4ZB-06
    • Place of Presentation
      名古屋大学(愛知県名古屋市)
    • Year and Date
      2017-03-17
    • Related Report
      2016 Research-status Report
  • [Presentation] Use of Sound Information for Supporting the Elderly and the Disabled2017

    • Author(s)
      Masafumi Nishimura
    • Organizer
      International conference on computing and applied informatics 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A Deep-learning-based Method of Estimating Water Intake2017

    • Author(s)
      Yutaro Yamada, Takato Saito, Satoshi Kawasaki, Daizo Ikeda, Masaji Katagiri, Masafumi Nishimura, Hiroshi Mineno
    • Organizer
      The 12th IEEE International COMPSAC Workshop on E-Health Systems and Semantic Web (ESAS), 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Deep Learning-Based Water-Intake Estimation Method Using Second Half of Swallowing Sound2017

    • Author(s)
      Yutaro Yamada, Takato Saito, Satoshi Kawasaki, Daizo Ikeda, Masaji Katagiri, Masafumi Nishimura, Hiroshi Mineno
    • Organizer
      2017 IEEE 6th Global Conference on Consumer Electronics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 食道入口部通過時に発生する嚥下音の分析2017

    • Author(s)
      古川 大輔,村西 幸代,石渡 智一,高橋 直樹,藤田 祥太,西村 雅史,西田 昌史,黒岩 眞吾
    • Organizer
      第23回日本摂食嚥下リハビリテーション学会学術大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 咽喉マイクを使用した摂食嚥下健診用アプリの開発2017

    • Author(s)
      古川 大輔,村西 幸代,石渡 智一,長尾 圭祐,根本 雅也,香川 哲,高山 亜希子,山下 大貴,西田 昌史,西村 雅史,黒岩 眞吾
    • Organizer
      第18回日本言語聴覚学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 咽喉音を用いた会話・摂食行動の認識2017

    • Author(s)
      安藤純平, 斉藤隆仁, 川崎仁嗣, 片桐雅二, 池田大造, 峰野博史,綱川隆司,西田昌史,西村雅史
    • Organizer
      電子情報通信学会技術研究報告
    • Related Report
      2017 Annual Research Report
  • [Presentation] 正常及び異常嚥下音の音響的特徴の分析2017

    • Author(s)
      藤田祥太, 綱川隆司, 西田昌史, 西村雅史
    • Organizer
      第15回情報学ワークショップ
    • Related Report
      2017 Annual Research Report
  • [Presentation] 多元的音情報を用いた会話・摂食行動の認識に関する検討2017

    • Author(s)
      安藤純平, 峰野博史,西村雅史
    • Organizer
      情報学シンポジウム2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] 多元的音情報を用いた会話・摂食行動の認識2017

    • Author(s)
      安藤純平, 斉藤隆仁, 川崎仁嗣, 片桐雅二, 池田大造, 峰野博史,西村雅史
    • Organizer
      日本音響学会2017年秋季研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 咽喉音を利用した会話・摂食行動の認識2017

    • Author(s)
      安藤純平, 斎藤隆仁, 川崎仁嗣, 片桐雅二, 池田大造, 峰野博史, 西村雅史
    • Organizer
      情報処理学会 DICOMO 2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] 咽喉マイクを用いた嚥下機能検査システムの開発2016

    • Author(s)
      山下大貴,綱川隆司,西田昌史,西村雅史,古川大輔,村西幸代,森野智子,黒岩眞吾
    • Organizer
      第14回情報学ワークショップ,B-37X
    • Place of Presentation
      愛知県立大学(愛知県長久手市)
    • Year and Date
      2016-11-27
    • Related Report
      2016 Research-status Report
  • [Presentation] 身体状況認識システムにおける音イベント検出方法に関する検討2016

    • Author(s)
      安藤純平,綱川隆司,西田昌史,西村雅史
    • Organizer
      日本音響学会2016秋季研究発表会,2-6-2
    • Place of Presentation
      富山大学(富山県富山市)
    • Year and Date
      2016-09-15
    • Related Report
      2016 Research-status Report
  • [Presentation] 咽喉音に基づく身体状況認識システムに関する検討2016

    • Author(s)
      西村雅史,安藤純平,西田昌史
    • Organizer
      第42回日本コミュニケーション障害学会学術講演会,I-3
    • Place of Presentation
      千葉県文化会館(千葉県千葉市)
    • Year and Date
      2016-05-15
    • Related Report
      2016 Research-status Report
  • [Patent(Industrial Property Rights)] 嚥下音判定装置及び嚥下音判定方法2017

    • Inventor(s)
      西村雅史
    • Industrial Property Rights Holder
      西村雅史
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2017-168705
    • Filing Date
      2017
    • Related Report
      2017 Annual Research Report
  • [Patent(Industrial Property Rights)] 嚥下情報提示装置2016

    • Inventor(s)
      西村雅史,黒岩慎吾
    • Industrial Property Rights Holder
      西村雅史,黒岩慎吾
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2016-137063
    • Filing Date
      2016-07-11
    • Related Report
      2016 Research-status Report

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

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