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A Bayesian Biomedical Signal Processing for Aging Society

Research Project

Project/Area Number 16K16392
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Biomedical engineering/Biomaterial science and engineering
Research InstitutionInternational Christian University (2019-2022)
Aoyama Gakuin University (2016-2018)

Principal Investigator

Kaburagi Takashi  国際基督教大学, 教養学部, 准教授 (10468861)

Project Period (FY) 2016-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2019: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords高齢社会デザイン / 生体信号 / 機械学習 / ベイズ学習 / マイクロ波ドップラーセンサ / 自己符号化器 / ベイジアンネットワーク / 無拘束生体情報 / 不安尺度 / 隠れマルコフモデル / 不安尺度推定 / サポートベクターマシン / 動的時間伸縮法 / 計測工学 / 人工知能 / 生体信号処理
Outline of Final Research Achievements

To improve the quality of life of an increasing number of elderly single-person households, it is necessary to consider both (i) physical health care and (ii) mental health care. In this study, we aimed to construct (a) an unconstrained biometric information extraction algorithm using a microwave Doppler sensor for physical health management and (b) an anxiety scale estimation algorithm using an optical topography device for mental health management. Since these signals are affected by noise such as individual differences and environmental factors, we constructed a machine learning algorithm to extract the information.

Academic Significance and Societal Importance of the Research Achievements

身体的な健康管理と精神的な健康管理の両方を目的として生体から得られる様々な信号から情報抽出を試みた。その結果無拘束で転倒の検知や心音、心拍、呼吸の測定、拘束性がありながらも血圧や血糖の推定、尿意の予測などの成果が得られた。また脳血流を測定することにより内的な不安、記憶の状態などを推定することが可能となった。

Report

(8 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (103 results)

All 2023 2022 2021 2020 2019 2018 2017 2016

All Journal Article (14 results) (of which Peer Reviewed: 14 results,  Open Access: 4 results,  Acknowledgement Compliant: 1 results) Presentation (89 results) (of which Int'l Joint Research: 30 results)

  • [Journal Article] Estimation of Functional Independence Measure Motor Score Based on a Trunk Control Model2022

    • Author(s)
      HIROTA Taku、HAMADA Yuri、KABURAGI Takashi、KURIHARA Yosuke
    • Journal Title

      International Journal of Affective Engineering

      Volume: 21 Issue: 2 Pages: 101-110

    • DOI

      10.5057/ijae.IJAE-D-21-00013

    • NAID

      130008151216

    • ISSN
      2187-5413
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Classification of Unconstrained Respiratory States Utilising Multidimensional Probability Distribution Based on Respiratory Frequency Information at Each Time Step2022

    • Author(s)
      KOHAMA Misaki、HAMADA Yuri、KABURAGI Takashi、KURIHARA Yosuke
    • Journal Title

      International Journal of Affective Engineering

      Volume: 21 Issue: 2 Pages: 93-100

    • DOI

      10.5057/ijae.IJAE-D-21-00012

    • NAID

      130008151221

    • ISSN
      2187-5413
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Construction of an Aggregated Fall Detection Model Utilizing a Microwave Doppler Sensor2022

    • Author(s)
      Nishio K.、Kaburagi T.、Hamada Y.、Matsumoto T.、Kumagai S.、Kurihara Y.
    • Journal Title

      IEEE Internet of Things Journal

      Volume: 9 Issue: 3 Pages: 2044-2055

    • DOI

      10.1109/jiot.2021.3089520

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Evaluation of Colour Space Effect on Estimation Accuracy of Hyperspectral Image by Dimension Extension Based on RGB Image2022

    • Author(s)
      R. Sato, Y. Hamada, T. Kaburagi and Y. Kurihara
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration

      Volume: vol. 15 Issue: 1 Pages: 86-95

    • DOI

      10.1080/18824889.2022.2048532

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development of a Bed-Based Unconstrained Cardiac Auscultation Method2021

    • Author(s)
      Nishio Keita、Kaburagi Takashi、Hamada Yuri、Kurihara Yosuke
    • Journal Title

      IEEE Sensors Letters

      Volume: 5 Issue: 8 Pages: 1-4

    • DOI

      10.1109/lsens.2021.3096116

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Predicting the bladder urinary volume with a reabsorbed primitive urine model2021

    • Author(s)
      Taku Hirota、Yuri Hamada、Takashi Kaburagi、Yosuke Kurihara
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration

      Volume: - Issue: 2 Pages: 1-8

    • DOI

      10.1080/18824889.2021.1874679

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Model of Urine Accumulation in the Bladder and Method for Predicting Unconstrained Urine Volume Based on Absorption Spectrum of Urine2020

    • Author(s)
      Y. Kurihara, T. Yamasaki, T. Kaburagi, S. Kumagai and T. Matsumoto
    • Journal Title

      IEEE Access

      Volume: vol. 8 Pages: 69368-69377

    • DOI

      10.1109/access.2020.2986584

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development of Swallowing-Movement-Sensing Device and Swallowing-State-Estimation System2019

    • Author(s)
      Kurihara Yosuke、Kaburagi Takashi、Kumagai Satoshi、Matsumoto Toshiyuki
    • Journal Title

      IEEE Sensors Journal

      Volume: 19 Issue: 9 Pages: 3532-3542

    • DOI

      10.1109/jsen.2019.2894744

    • Related Report
      2019 Research-status Report 2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Real-Time Fall Detection Using Microwave Doppler Sensor: Computational Cost Reduction Method Based on Genetic Algorithm2019

    • Author(s)
      Kaburagi Takashi、Shiba Kazuaki、Kumagai Satoshi、Matsumoto Toshiyuki、Kurihara Yosuke
    • Journal Title

      IEEE Sensors Letters

      Volume: 3 Issue: 3 Pages: 1-4

    • DOI

      10.1109/lsens.2019.2892006

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Algorithm for Estimation of Scratching Time2017

    • Author(s)
      Kaburagi Takashi、Kurihara Yosuke
    • Journal Title

      IEEE Sensors Journal

      Volume: 17 Issue: 7 Pages: 2198-2204

    • DOI

      10.1109/jsen.2017.2658949

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Feature Selection Guideline for Presence/Absence Classification Using a Microwave Doppler Sensor2017

    • Author(s)
      Kazuaki Shiba, Takashi Kaburagi, Kenzo Ozaki, Takashi Nakamura, Yosuke Kurihara
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration

      Volume: 10 Issue: 5 Pages: 418-425

    • DOI

      10.9746/jcmsi.10.418

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fall Detection Utilizing Frequency Distribution Trajectory by Microwave Doppler Sensor2017

    • Author(s)
      Shiba Kazuaki、Kaburagi Takashi、Kurihara Yosuke
    • Journal Title

      IEEE Sensors Journal

      Volume: 17 Issue: 22 Pages: 7561-7568

    • DOI

      10.1109/jsen.2017.2760911

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Monitoring system to detect fall/non-fall event utilizing frequency feature from a microwave Doppler sensor: validation of relationship between the number of template datasets and classification performance2017

    • Author(s)
      Shiba K.、Kaburagi T.、Kurihara Y.
    • Journal Title

      Artificial Life and Robotics

      Volume: 23 Issue: 1 Pages: 152-159

    • DOI

      10.1007/s10015-017-0409-7

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Linear Regression Model for Estimating Anxiety Index Using Wide Area Frontal Lobe Brain Blood Volume2017

    • Author(s)
      T. Kaburagi, M. Takenaka, Y. Kurihara, T. Matsumoto
    • Journal Title

      Int J of Medical, Health, Biomedical, Bioengineering and Pharmaceutical Engineering

      Volume: 11 Pages: 109-112

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] フェイスマスク着用時の表情認識システム構築に向けた表情変化動画中の有効特徴量分析2023

    • Author(s)
      竹原有花,鏑木崇史
    • Organizer
      情報処理学会 第85回全国大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 歌唱力向上の為の裏声度と喉締め度の推定手法2023

    • Author(s)
      宮城研一,鏑木崇史
    • Organizer
      情報処理学会 第85回全国大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 車載カメラ映像を用いた自転車の姿勢推定と後方確認動作検出2022

    • Author(s)
      山崎 丈,鏑木崇史
    • Organizer
      情報処理学会 第84回全国大会
    • Related Report
      2021 Research-status Report
  • [Presentation] Estimation of Functional Independence Measure Using Frequency Domain Feature2021

    • Author(s)
      T. Hirota, Y. Hamada, T. Kaburagi and Y. Kurihara
    • Organizer
      2021 60th Annual Conference of the Society of Instrument and Control Engineers of Japan
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Evaluation of the Effect of Light Source Spectrum on the Estimation Accuracy of High Dimensional Spectral Images Using Neural Networks Based on RGB Images2021

    • Author(s)
      R. Sato, Y. Hamada, T. Kaburagi and Y. Kurihara
    • Organizer
      2021 60th Annual Conference of the Society of Instrument and Control Engineers of Japan
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] 上腕圧迫解放時の脈波信号における Long short-term memoryを用いた非侵襲血糖値推定手法2021

    • Author(s)
      神谷 里采、西尾 啓汰、浜田 百合、鏑木 崇史、栗原 陽介
    • Organizer
      第16回日本感性工学会春季大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 膀胱内原尿流入速度および蓄排尿特性にもとづく膀胱内蓄尿量予測システムの開発2021

    • Author(s)
      永野 正洋、広田 卓、浜田 百合、鏑木 崇史、栗原 陽介
    • Organizer
      第16回日本感性工学会春季大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 嚥下音の多点観測による摂取水分量推定システムの開発2021

    • Author(s)
      山本 紘多、小濱 美咲、浜田 百合、鏑木 崇史、栗原 陽介
    • Organizer
      第16回日本感性工学会春季大会
    • Related Report
      2020 Research-status Report
  • [Presentation] Functional Independence Measure Motor Score Estimation Method Considering Instability of Movement2021

    • Author(s)
      Taku Hirota, Yuri Hamada,Takashi Kaburagi, Yosuke Kurihara
    • Organizer
      International Symposium on Affective Science and Engineering 2021
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Unconstrained Respiration States Classification by Detecting Respiratory Cycle Using Autocorrelation2021

    • Author(s)
      Misaki Kohama, Keita Nishio, Yuri Hamada, Takashi Kaburagi, Yosuke Kurihara
    • Organizer
      International Symposium on Affective Science and Engineering 2021
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] RGB画像に基づくニューラルネットワークを用いた高次元分光画像の推定2021

    • Author(s)
      佐藤遼史,高尾郁也,浜田百合,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第83回全国大会
    • Related Report
      2020 Research-status Report
  • [Presentation] リカレントニューラルネットワークによる無拘束肺音分類手法の提案2021

    • Author(s)
      JIAHUI SHAO,西尾啓汰,浜田百合,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第83回全国大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 色彩環境下での脳血流量変化における区間分割加重付加法による作業判別2021

    • Author(s)
      XIN MENG,浜田百合,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第83回全国大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 排尿時吸光スペクトルにおける波長領域選択手法を用いた無拘束排尿間隔予測2021

    • Author(s)
      村田亮介,広田 卓,浜田百合,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第83回全国大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 仰臥位から端座位への起き上がり動作におけるジャイロセンサを用いたFIM値推定法2021

    • Author(s)
      一ノ瀬樹里,広田 卓,浜田百合,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第83回全国大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 一回拍出量・心拍数・自律神経の活性度・血管の硬化度を考慮した血圧変動のウルトラディアンリズムに基づく無拘束血圧推定法の提案2021

    • Author(s)
      山崎元基,西尾啓太,浜田百合,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第83回全国大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 無拘束肺音モニタリングデバイスとウィナーフィルタによるノイズ除去システムの開発-肺音データベースによる検証-2020

    • Author(s)
      西尾 啓汰,鏑木 崇史,栗原 陽介
    • Organizer
      研究報告高齢社会デザイン
    • Related Report
      2020 Research-status Report
  • [Presentation] 罰則付き回帰による原尿再吸収モデルパラメータ推定に基づく無拘束膀胱内畜尿量予測システム2020

    • Author(s)
      広田 卓、山崎智將、鏑木崇史、栗原陽介
    • Organizer
      第19回情報科学技術フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] 排尿吸光スペクトル特性を用いた排尿誘発時間予測システム2020

    • Author(s)
      山崎智將 , 広田卓 , 村田亮介 , 鏑木崇史 , 栗原陽介
    • Organizer
      第19回情報科学技術フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] ニューラルネットワークを用いたRGB画像からのハイパースペクトル画像生成手法の提案2020

    • Author(s)
      高尾郁也、鏑木崇史、栗原陽介
    • Organizer
      第19回情報科学技術フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] アンサンブル学習を用いた無呼吸状態の無拘束推定2020

    • Author(s)
      小濱美咲、西尾啓汰、鏑木崇史、栗原陽介
    • Organizer
      第19回情報科学技術フォーラム
    • Related Report
      2020 Research-status Report
  • [Presentation] Estimation of Urinary Accumulation Model Parameters Based on Absorption Spectrum and Method of Predicting Urinary Volume in the Bladder for a Multi-Task Gaussian Process2020

    • Author(s)
      Taku Hirota, Tomomasa Yamasaki, Takashi Kaburagi, Yosuke Kurihara
    • Organizer
      The SICE Annual Conference 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Sheet-type Device for Unconstrained Heart Sound Measurement and White Noise Reduction by Wiener Filter2020

    • Author(s)
      Keita Nishio, Toshiyuki Matsumoto, Satoshi Kumagai, Yosuke Kurihara, Takashi Kaburagi, Yuri Hamada
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] 脳血流量を用いた言語, 非言語想起過程の高時間分解能判別2020

    • Author(s)
      猪又啓太郎, 高尾郁也, 鏑木崇史, 栗原陽介
    • Organizer
      2020年電子情報通信学会総合大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 色彩環境下における重み付け分割脳血流量を用いた課題判別2020

    • Author(s)
      秋山いずみ, 高尾郁也, 鏑木崇史, 栗原陽介
    • Organizer
      2020年電子情報通信学会総合大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 上腕圧迫解放時における脈波の歪み特性による食事を考慮した非侵襲血糖値推定手法2020

    • Author(s)
      佐久間優樹, 西尾啓汰, 鏑木崇史, 栗原陽介
    • Organizer
      2020年電子情報通信学会総合大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 肺胸郭体積の変動に基づく状態空間モデルの構築と粒子フィルタを用いた無呼吸状態の無拘束推定2020

    • Author(s)
      小濱美咲, 西尾啓汰, 鏑木崇史, 栗原陽介
    • Organizer
      2020年電子情報通信学会総合大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 3D-LiDARを用いた頭部運動トラッキングによる離床検知システムの提案2020

    • Author(s)
      布野倫己, 西尾啓汰, 鏑木崇史, 栗原陽介
    • Organizer
      2020年電子情報通信学会総合大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 原尿再吸収を考慮した膀胱内蓄尿量推移の予測2020

    • Author(s)
      服部 慎, 山崎智将, 鏑木崇史, 栗原陽介
    • Organizer
      2020年電子情報通信学会総合大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 排尿成分の吸光分析による膀胱内畜尿量予測システム2020

    • Author(s)
      広田 卓, 山崎智將, 鏑木崇史, 栗原陽介
    • Organizer
      2020年電子情報通信学会総合大会
    • Related Report
      2019 Research-status Report
  • [Presentation] マイクロ波ドップラーセンサを用いた転倒時刻の推定およびAutoencorderによる転倒後の動作判別2020

    • Author(s)
      近山 翔太, 高尾 郁也, 西尾 啓太, 鏑木 崇史, 栗原 陽介
    • Organizer
      第17回高齢社会デザイン研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] マイクロ波ドップラーセンサを用いた自動車外からの車体振動計測及び Autoencoderによる乗員有無判別手法の提案2020

    • Author(s)
      川畑 慶太, 高尾 郁也, 鏑木 崇史, 栗原 陽介
    • Organizer
      第17回高齢社会デザイン研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] 無拘束心音計測システムの開発及び隠れマルコフモデルを用いた心音種別の分類2020

    • Author(s)
      藤田 雛衣, 西尾 啓太, 鏑木 崇史, 栗原 陽介
    • Organizer
      第17回高齢社会デザイン研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] 血圧変動のウルトラディアンリズムに基づく伝達関数モデルの構築および無拘束血圧推定法2020

    • Author(s)
      梶 遥幹, 山崎 智将, 鏑木 崇史, 栗原 陽介
    • Organizer
      第17回高齢社会デザイン研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] Golf Ball Initial Condition Estimation Method of Based on a High Time Resolution Simulation Image2020

    • Author(s)
      T.Yamasaki, T.Kaburagi, S.Kumagai, T.Matsumoto, Y.Kurihara
    • Organizer
      25th International Symposium on Artificial Life and Robotics
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Unconstrained apnea estimation system using generative adversarial networks2020

    • Author(s)
      I. Takao, K. Nishio, T. Kaburagi, T. Matsumoto, S. Kumagai and Y. Kurihara
    • Organizer
      25th International Symposium on Artificial Life and Robotics
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Classification System for Golf Ball Initial Conditions using CNN Based on High Time Resolution Images2020

    • Author(s)
      T.Yamasaki, T.Kaburagi, T.Matsumoto, S.Kumagai, Y.Kurihara
    • Organizer
      8th International Conference on Industrial Application Engineering
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Autoencoderを用いた無呼吸状態推定システムの提案2019

    • Author(s)
      高尾郁也, 西尾啓汰, 鏑木崇史, 栗原陽介
    • Organizer
      第15回高齢社会デザイン研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] 原尿再吸収を考慮した膀胱内蓄尿量モデルの提案2019

    • Author(s)
      服部慎, 山崎智将,鏑木崇史,栗原陽介
    • Organizer
      第15回高齢社会デザイン研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] 睡眠時における無呼吸状態推定のための最適周波数帯域の検討2019

    • Author(s)
      西尾啓汰,高尾郁也,鏑木崇史,栗原陽介
    • Organizer
      第18回情報科学技術フォーラム
    • Related Report
      2019 Research-status Report
  • [Presentation] 膀胱内蓄尿量推移の無拘束予測のための排尿成分吸光特性解析 -リッジ回帰による最適モデルパラメータの推定-2019

    • Author(s)
      山崎智將, 鏑木崇史, 栗原陽介
    • Organizer
      第18回情報科学技術フォーラム
    • Related Report
      2019 Research-status Report
  • [Presentation] A Home Sleep Apnea State Monitoring System Using a Stacked Autoencoder2019

    • Author(s)
      I. Takao, K. Nishio, T. Kaburagi, S. Kumagai, T. Matsumoto, Y. Kurihara
    • Organizer
      IEEE Sensor 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mathematical Model for Unconstrained Vibration Measurement Device to Estimate Scratching Time During Sleep for Diagnosis of Atopic Dermatitis2019

    • Author(s)
      K. Nishio, T. Kaburagi, S. Kumagai, T. Matsumoto and Y. Kurihara
    • Organizer
      The 3rd International Conference on Applied Research in Science, Technology and Knowledge
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 周波数強度の分布を活用した睡眠時の無呼吸状態検出アルゴリズム2019

    • Author(s)
      西尾啓汰,高尾郁也,鏑木崇史,栗原陽介
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Prediction of Intravesical Urine Volume Considering Individual Characteristics on Accumulative Transition2019

    • Author(s)
      T.Yamasaki, T.Kaburagi, K.Kuramoto, S. Kumagai, T. Matsumoto, and Y. Kurihara
    • Organizer
      The 3rd International Conference on Applied Research in Science, Technology and Knowledge
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 個人の体質特性を考慮したガウス過程による膀胱内蓄尿量予測2019

    • Author(s)
      山崎智將,綿貫百人,鏑木崇史,栗原陽介
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] NIRS時系列データから推定したダイナミックベイジアンネットワーク構造を用いたSTAIスコア推定2019

    • Author(s)
      高畑花菜子,鏑木崇史,栗原陽介
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 独立成分分析による脳活動データを用いたSTAIスコア推定法2019

    • Author(s)
      田中 奨,鏑木崇史,栗原陽介
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Autoencoder法を用いた転倒検知システムの提案2019

    • Author(s)
      高尾郁也,鏑木崇史,栗原陽介
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 睡眠中の血圧変動を考慮した無拘束血圧推定システム2019

    • Author(s)
      小川和馬,鏑木崇史,栗原陽介
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 飲水を考慮した超音波センサを用いた膀胱内畜尿量予測2019

    • Author(s)
      綿貫百人,山崎智将,鏑木崇史,栗原陽介
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 耳管開放状態の自動判別システム開発2019

    • Author(s)
      上村将一,鏑木崇史,栗原陽介
    • Organizer
      2019年電子情報通信学会総合大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 非負値行列因子分解による睡眠時掻破行動時間の無拘束推定法2019

    • Author(s)
      高瀬真一,西尾啓汰,鏑木崇史,栗原陽介
    • Organizer
      第81回情報処理学会全国大会
    • Related Report
      2018 Research-status Report
  • [Presentation] マイクロ波ドップラーセンサを用いた浴室内における転倒検知システム2019

    • Author(s)
      林 亮輔,鏑木崇史,栗原陽介
    • Organizer
      第81回情報処理学会全国大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 非負値行列因子分解を用いた前頭前野脳活動データによる不安指標推定法2019

    • Author(s)
      山本康平,鏑木崇史,栗原陽介
    • Organizer
      第81回情報処理学会全国大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Unrestrictive Decubitus Estimation System with High-Sensitivity Pressure Sensor2018

    • Author(s)
      K. Nishio, T. Kaburagi, S. Kumagai, T. Matsumoto and Y. Kurihara
    • Organizer
      The 44th International Institute of Social and Economic Sciences Academic Conferences
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Detection of Patient Roll-Over Using High-Sensitivity Pressure Sensors2018

    • Author(s)
      K. Nishio, T. Kaburagi and Y. Kurihara
    • Organizer
      The 20th International Conference on Healthcare Analytics and Research
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Unobtrusive Nocturnal Estimation Method for Total Scratching Time with Piezoelectric Ceramics2018

    • Author(s)
      K. Nishio, T. Kaburagi, S. Kumagai, T. Matsumoto and Y. Kurihara
    • Organizer
      The 21st CZECH-JAPAN SEMINAR on Data Analysis and Decision Making
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] IoTデバイスからのシームレスデータ集約システムの開発2018

    • Author(s)
      西尾啓汰,Gragory Shay,鏑木崇史,栗原陽介
    • Organizer
      第13回高齢社会デザイン(ASD)研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] Intravesical Urine Volume Prediction System by Ultrasonic Sensor2018

    • Author(s)
      T.Yamasaki, M.Muto, T.Kaburagi, Y.Kurihara
    • Organizer
      The 20th International Conference on Biomedical and Health Monitoring Devices
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Urinary Volume Prediction Method by Gaussian Process2018

    • Author(s)
      T.Yamasaki, T.Kaburagi, S.Kumagai, T.Matsumoto, Y.Kurihara
    • Organizer
      The 44th International Institute of Social and Economic Sciences Academic Conferences
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Unrestrained Diastolic Blood Pressure Estimation Method Using Heartbeat during Sleep2018

    • Author(s)
      T.Yamasaki, H.Iwasaki, T.Kaburagi, Y.Kurihara
    • Organizer
      IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] マイクロ波ドップラセンサを用いた転倒検知のためのセンサ設置位置の検討2018

    • Author(s)
      高尾郁也, 鏑木崇史, 栗原陽介
    • Organizer
      第13回高齢社会デザイン(ASD)研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] 圧力センサを用いた無拘束生体情報計測システムによる就寝時拡張期血圧推定法2018

    • Author(s)
      岩﨑 光・鏑木崇史・栗原陽介
    • Organizer
      電子情報通信学会 総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 膀胱内畜尿量の逐次予測システムの提案2018

    • Author(s)
      武藤盛恭・鏑木崇史・栗原陽介
    • Organizer
      電子情報通信学会 総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 体内水分量を考慮に入れた無拘束膀胱内蓄尿量予測のためのモデル提案2018

    • Author(s)
      渋江直樹,栗原陽介,鏑木崇史
    • Organizer
      情報処理学会 第80回全国大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 計算課題刺激環境下における広域前頭前野脳活動データを用いたSTAIスコア推定法2018

    • Author(s)
      松下貴弘,鏑木崇史,栗原陽介,松本 隆
    • Organizer
      情報処理学会 第80回全国大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 非線形転倒ダイナミックモデルを用いた転倒判別モデル2018

    • Author(s)
      小林知輝, 鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第80回全国大会
    • Related Report
      2017 Research-status Report
  • [Presentation] A dynamic Bayesian network analysis of functional connectivity during a language listening comprehension task2018

    • Author(s)
      Kazuaki Shiba ; Takashi Kaburagi ; Yosuke Kurihara
    • Organizer
      The 6th IEEE International Winter Conference on Brain-Computer Interface
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Automatic Wandering Detection with a Microwave Doppler Sensor:Classification of Human’s Presence Using Bio-Information2017

    • Author(s)
      K.Shiba, T.Kaburagi and Y.Kurihara
    • Organizer
      International Conference on Industrial Application Engineering
    • Place of Presentation
      Kitakyushu, Japan
    • Year and Date
      2017-03-27
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] NIRSによる前頭葉広域脳活動を考慮に入れたストレス指標の提案2017

    • Author(s)
      竹中將司,栗原陽介,鏑木崇史,松本 隆
    • Organizer
      電子情報通信学会 2017年総合大会
    • Place of Presentation
      名古屋
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] 無拘束デバイスを用いた脈拍数推定法の提案2017

    • Author(s)
      島﨑泰行,鏑木崇史,栗原陽介
    • Organizer
      電子情報通信学会 2017年総合大会
    • Place of Presentation
      名古屋
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] 隠れマルコフモデルを用いた無拘束デバイスによる睡眠時の掻破行動時間計測2017

    • Author(s)
      河野哲也,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第79回全国大会
    • Place of Presentation
      名古屋
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] 在宅環境における睡眠時無呼吸症候群簡易検査のための無拘束計測システムの提案 -高感度圧力センサを用いた臥位・無呼吸の状態判別-2017

    • Author(s)
      徳冨あゆな,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第79回全国大会
    • Place of Presentation
      名古屋
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] 置き去り防止のためのマイクロ波ドップラーセンサを用いた自動車外からの乗員生体計測システム2017

    • Author(s)
      廣瀬雅嵩,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第79回全国大会
    • Place of Presentation
      名古屋
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] 誤嚥予防のための耳装着型外耳道内圧計測システムの開発2017

    • Author(s)
      大塚亮平,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第79回全国大会
    • Place of Presentation
      名古屋
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] 尿意予測システムのための水分代謝系数理モデルの提案2017

    • Author(s)
      大木康頌,栗原陽介,鏑木崇史
    • Organizer
      情報処理学会 第79回全国大会
    • Place of Presentation
      名古屋
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] 近赤外分光法を用いた脳血流量変化情報に基づく色聴感覚優位性の判別2017

    • Author(s)
      小邑啓将,鏑木崇史,栗原陽介
    • Organizer
      情報処理学会 第79回全国大会
    • Place of Presentation
      名古屋
    • Year and Date
      2017-03-16
    • Related Report
      2016 Research-status Report
  • [Presentation] State-Trait Anxiety Inventory Score Estimation from Wide Area Frontal Lobe Brain Activity Using Functional Near-Infrared Spectroscopy2017

    • Author(s)
      T. Kaburagi, M. Takenaka, Y. Kurihara, T. Matsumoto
    • Organizer
      International Conference on Quality of Life and Mental Health
    • Place of Presentation
      London, UK
    • Year and Date
      2017-03-13
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Discrimination of Auditory-Color Synesthesia Based on Cerebral Blood Flow Volume Information Using Near Infrared Spectroscopy2017

    • Author(s)
      T. Kaburagi, T. Komura, Y. Kurihara
    • Organizer
      Int Conf on Brain Imaging Techniques in Cognitive Science
    • Place of Presentation
      London, UK
    • Year and Date
      2017-03-13
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Automatic Scratching Time Estimation System for Piezo-Electric Ceramic Sensor Utilizing Hidden Markov Model2017

    • Author(s)
      K. Shiba, H. Iwasaki, M. muto, T. Kaburagi, and Y. Kurihara
    • Organizer
      International Conference on Biomedical and Health Informatics
    • Place of Presentation
      Orlando, Florida, USA
    • Year and Date
      2017-02-16
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Development of Unconstrained Blood Pressure Estimation System for Use During Sleep2017

    • Author(s)
      H. Iwasaki, K. Shiba, M. Muto, T. Kaburagi, Y. Kurihara
    • Organizer
      International Conference on Biomedical and Health Informatics
    • Place of Presentation
      Orlando, Florida, USA
    • Year and Date
      2017-02-16
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Mathematical Model for Residual Urine Levels in the Bladder Using Physical Characteristics of Osmosis2017

    • Author(s)
      M. Muto, K. Shiba, H. Iwasaki, O. Kosho, T. Kaburagi, Y. Kurihara
    • Organizer
      International Conference on Biomedical and Health Informatics
    • Place of Presentation
      Orlando, Florida, USA
    • Year and Date
      2017-02-16
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Novel Fall Detection System Utilizing Frequency Distribution Collected by Microwave Doppler Sensors2017

    • Author(s)
      K. Shiba, T. Kaburagi and Y. Kurihara
    • Organizer
      International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Beppu, Japan
    • Year and Date
      2017-01-18
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] English Ability Score Prediction Algorithm based on Prefrontal Contex Blood Boloom utilizing a Regulated Linear Regression Model2017

    • Author(s)
      K. Oki, Y.Kurihara, T. Kaburagi, K. Shiba
    • Organizer
      IEEE International Winter Conference on Brain-Computer Interface
    • Place of Presentation
      High1 Resort, Korea
    • Year and Date
      2017-01-09
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Particle Filter Implementation of Non-Linear Dynamic Fall Model2017

    • Author(s)
      T. Kobayashi, T. Kaburagi, Y. Kurihara
    • Organizer
      19th Int Conf on Health Monitoring Devices and Medical Imaging Innovations
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Classification Method for Turnover While Sleeping Using Multi-Points Unconstrained Sensing Devices2017

    • Author(s)
      K. Shiba, T. Kaburagi, Y. Kurihara
    • Organizer
      19th Int Conf on Health Monitoring Devices and Medical Imaging Innovations
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Classification Presence/Absence system incorporating respirational signals by microwave Doppler sensor2016

    • Author(s)
      K. Shiba, T. Kaburagi, K. Ozaki, S. Nakamura, and Y. Kurihara
    • Organizer
      SICE Annual Conference 2016
    • Place of Presentation
      Tsukuba, Japan
    • Year and Date
      2016-09-20
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 嚥下有無の判別および食塊の粘性分類のための嚥下に伴う振動計測2016

    • Author(s)
      鏑木崇史,大塚亮平,栗原陽介
    • Organizer
      第15回情報科学技術フォーラム
    • Place of Presentation
      富山
    • Year and Date
      2016-09-07
    • Related Report
      2016 Research-status Report

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Published: 2016-04-21   Modified: 2024-01-30  

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