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Measurement of stress level to prevent post traumatic stress disorder by identitying bodies

Research Project

Project/Area Number 17K01404
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Medical systems
Research InstitutionThe University of Tokyo

Principal Investigator

Higuchi Masakazu  東京大学, 大学院工学系研究科(工学部), 特任助教 (30570254)

Co-Investigator(Kenkyū-buntansha) 篠原 修二  東京大学, 大学院工学系研究科(工学部), 特任講師 (10325897)
山本 伊佐夫  神奈川歯科大学, 大学院歯学研究科, 講師 (30277917)
光吉 俊二  東京大学, 大学院工学系研究科(工学部), 特任准教授 (30570262)
中村 光晃  東京大学, 大学院工学系研究科(工学部), 特任研究員 (30772975)
徳野 慎一  東京大学, 大学院医学系研究科(医学部), 特任研究員 (40508339)
Project Period (FY) 2017-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2019: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2018: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2017: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords災害医療 / 検死・検案 / PTSD / メンタルケア / 音声 / ストレス / メンタルヘルスケア
Outline of Final Research Achievements

In this study, we used voice to measure the degree of stress experienced by participants in dental identification workshops for dentists and other professionals when they came in contact with dead bodies during the practical training. We analyzed the changes in mental state before and after the dead body training using our voice-based evaluation index. The results suggested that changes in mental state differed depending on the type of prior training before the dead body training and the experience of identification in the actual setting. It was considered that the degree of stress felt by the participants who had no actual experience was higher in the order of dead bodies, photographs, and manikins. Furthermore, it was suggested that the manikin training may improve the stress tolerance to the first contact with a dead body, and the effectiveness of the manikin training on stress exposure was confirmed.

Academic Significance and Societal Importance of the Research Achievements

音声によるストレス評価は、唾液や血液などを用いる手法に比べて、ほとんど非侵襲でかつ手軽に行える。また、自記式アンケートで問題となるレポーティングバイアスも排除できる可能性がある。音声によるストレス評価は簡便で、実習中の限られた時間でも実施が可能だったことは、本技術を実際の災害対応の現場で活用する上で意義がある。過度のストレスに晒される実現場において、業務従事者の心の健康状態を手軽に評価できることは、その後の心的外傷後ストレス障害や併発するうつ病・不安障害などの発症を予見できることに繋がるため重要である。

Report

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

    (55 results)

All 2022 2021 2020 2019 2018 2017 Other

All Journal Article (11 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 11 results,  Open Access: 9 results) Presentation (42 results) (of which Int'l Joint Research: 23 results) Remarks (2 results)

  • [Journal Article] Performance Evaluation of a Voice-Based Depression Assessment System Considering the Number and Type of Input Utterances2021

    • Author(s)
      Higuchi M, Sonota N, Nakamura M, Miyazaki K, Shinohara S, Omiya Y, Takano T, Mitsuyoshi S, Tokuno S
    • Journal Title

      Sensors

      Volume: 22(1) Issue: 1 Pages: 67-67

    • DOI

      10.3390/s22010067

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Depressive Mood Assessment Method Based on Emotion Level Derived from Voice: Comparison of Voice Features of Individuals with Major Depressive Disorders and Healthy Controls2021

    • Author(s)
      Shinohara S, Nakamura M, Omiya Y, Higuchi M, Hagiwara N, Mitsuyoshi S, Toda H, Saito T, Tanichi M, Yoshino A, Tokuno S
    • Journal Title

      Int. J. Environ. Res. Public Health

      Volume: 18(10) Issue: 10 Pages: 5435-5435

    • DOI

      10.3390/ijerph18105435

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effectiveness of a Voice-Based Mental Health Evaluation System for Mobile Devices: Prospective Study2020

    • Author(s)
      Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Takeshi Takano, Shunji Mitsuyoshi, Shinichi Tokuno
    • Journal Title

      JMIR Formative Research

      Volume: 4 Issue: 7 Pages: 7-7

    • DOI

      10.2196/16455

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Effects of long- and short-term experiences on stress during identification works of dead bodies: Rapid stress level measurement using voice2020

    • Author(s)
      Masakazu Higuchi, Isao Yamamoto, Yasuhiro Omiya, Mitsuteru Nakamura, Shuji Shinohara, Takeshi Takano, Kimiko Nakagawa, Hiroshi Ohira, Yoshihiro Yamada, Shinichi Tokuno
    • Journal Title

      American Journal of Disaster Medicine

      Volume: 15 Issue: 3 Pages: 251-259

    • DOI

      10.5055/ajdm.2020.0374

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Social Impact Analysis by Smart Phone Voice2020

    • Author(s)
      Shinichi Tokuno, Yasuhiro Omiya, Takeshi Takano, Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara, Shunji Mitsuyoshi, Ung-il Chung/Yuichi Tei
    • Journal Title

      Econophysics, Sociophysics & other Multidisciplinary Sciences Journal

      Volume: 9 Pages: 23-28

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] How much of an impact did COVID-19 self-isolation measures have on mental health?2020

    • Author(s)
      Yasuhiro Omiya, Shinichi Tokuno
    • Journal Title

      Asian Journal of Psychiatry

      Volume: 54 Pages: 102445-102445

    • DOI

      10.1016/j.ajp.2020.102445

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Evaluation of the Severity of Major Depression Using a Voice Index for Emotional Arousal2020

    • Author(s)
      Shuji Shinohara, Hiroyuki Toda, Mitsuteru Nakamura, Yasuhiro Omiya, Masakazu Higuchi, Takeshi Takano, Taku Saito, Masaaki Tanichi, Shuken Boku, Shunji Mitsuyoshi, Mirai So, Aihide Yoshino, Shinichi Tokuno
    • Journal Title

      Sensors

      Volume: 20 Issue: 18 Pages: 5041-5041

    • DOI

      10.3390/s20185041

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Discrimination of Bipolar Disorders Using Voice2019

    • Author(s)
      Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Takeshi Takano, Hiroyuki Toda, Taku Saito, Aihide Yoshino, Shunji Mitsuyoshi, and Shinichi Tokuno
    • Journal Title

      Pervasive Computing Paradigms for Mental Health. MindCare 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

      Volume: 288 Pages: 199-207

    • DOI

      10.1007/978-3-030-25872-6_16

    • ISBN
      9783030258719, 9783030258726
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] An attempt to estimate depressive status from voice2019

    • Author(s)
      Yasuhiro Omiya, Takeshi Takano, Tomotaka Uraguchi, Mitsuteru Nakamura, Masakazu Higuchi, Shuji Shinohara, Shunji Mitsuyoshi, Mirai So, and Shinichi Tokuno
    • Journal Title

      Pervasive Computing Paradigms for Mental Health. MindCare 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

      Volume: 288 Pages: 168-175

    • DOI

      10.1007/978-3-030-25872-6_13

    • ISBN
      9783030258719, 9783030258726
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] CLASSIFICATION OF BIPOLAR DISORDER, MAJOR DEPRESSIVE DISORDER, AND HEALTHY STATE USING VOICE2018

    • Author(s)
      Higuchi Masakazu、Tokuno Shinichi、Nakamura Mitsuteru、Shinohara Shuji、Mitsuyoshi Shunji、Omiya Yasuhiro、Hagiwara Naoki、Takano Takeshi、Toda Hiroyuki、Saito Taku、Terashi Hiroo、Mitoma Hiroshi
    • Journal Title

      Asian Journal of Pharmaceutical and Clinical Research

      Volume: 11 Issue: 15 Pages: 89-89

    • DOI

      10.22159/ajpcr.2018.v11s3.30042

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Measurement of Stress Level to Prevent Post-Traumatic Stress Disorder Developed by Identifying Dead Bodies2017

    • Author(s)
      Higuchi M, Yamamoto I, Omiya Y, Shinohara S, Nakamura M, Hagiwara H, Takano T, Mitsuyoshi S, Tokuno S
    • Journal Title

      Econophysics, Sociophysics & other Multidisciplinary Sciences Journal

      Volume: 7 Pages: 13-18

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Detection of Mild Cognitive Impairment Using Difference of Voice Features Between Conditions2022

    • Author(s)
      Nakamura M, Higuchi M, Omiya Y, Takano T, Shinohara T, Mitsuyoshi S, Tokuno S
    • Organizer
      The 16th International Conference on Alzheimer’s and Parkinson’s Diseases (AD/PD 2022)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Web会議システムにおける音声メンタルヘルス評価手法の有効性2021

    • Author(s)
      其田 憲明, 樋口 政和, 中村 光晃, 大宮 康宏, 篠原 修二, 高野 毅, 高山 英次, 光吉 俊二, 徳野 慎一
    • Organizer
      HCGシンポジウム2021
    • Related Report
      2021 Annual Research Report
  • [Presentation] 音声による軽度認知症の検出2021

    • Author(s)
      樋口 政和, 中村 光晃, 岡崎 俊実, 竹村 潤, 高野 毅, 大宮 康宏, 篠原 修二, 光吉 俊二, 徳野 慎一
    • Organizer
      第60回日本生体医工学会大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 音声特徴量によるQuality of Life 指標推定手法に関する検討2021

    • Author(s)
      中村光晃,樋口政和,飯高世子,大宮康宏,高野毅,篠原修二,光吉俊二,吉村典子,徳野慎一
    • Organizer
      第60回日本生体医工学会大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] スマートフォンを用いた音声によるストレス計測の妥当性の検討2021

    • Author(s)
      大宮康宏, 髙野毅, 中村光晃, 樋口政和, 篠原修二, 光吉俊二, 徳野慎一
    • Organizer
      第60回日本生体医工学会大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] COVID-19の流行が音声によるストレス計測に与えた影響の分析2021

    • Author(s)
      大宮康宏, 髙野毅, 遠藤弘司, 中村光晃, 樋口政和, 篠原修二, 光吉俊二, 徳野慎一
    • Organizer
      第94回日本産業衛生学会
    • Related Report
      2021 Annual Research Report
  • [Presentation] A PILOT STUDY TO DISTINGUISH BETWEEN HEALTHY PARTICIPANT AND PATIENT WITH ALZHEIMER'S DISEASE AND PARKINSON'S DISEASE BASED ON VOCAL ANALYSIS: FOLLOW-UP REPORT2021

    • Author(s)
      Yasuhiro Omiya, Takeshi Takano, Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara, Shunji Mitsuyoshi, Nobuo Sanjo, Hiroo Terashi, Shinichi Tokuno
    • Organizer
      15th International Conference on Alzheimer's and Parkinson's Diseases (AD/PD2021)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] A STUDY AND EVALUATION USING VOICE TO GAUGE THE DRIVING ABILITY OF THE ELDERLY2020

    • Author(s)
      Masakazu Higuchi, Mitsuteru Nakamura, Takeshi Takano, Toshimi Okazaki, Jun Takemura, Yasuhiro Omiya, Shuji Shinohara, Shunji Mitsuyoshi, Shinichi Tokuno
    • Organizer
      2nd AAT-AD/PD Focus Meeting 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] A PILOT STUDY TO DISTINGUISH BETWEEN HEALTHY PARTICIPANTS AND PATIENTS WITH ALZHEIMER'S DISEASE AND PARKINSON'S DISEASE BASED ON VOCAL ANALYSIS2020

    • Author(s)
      Yasuhiro Omiya, Takeshi Takano, Tomotaka Uraguchi, Mitsuteru Nakamura, Masakazu Higuchi, Shuji Shinohara, Shunji Mitsuyoshi, Mitsuyoshi Ishida, Yorio Kumamoto, Shinichi Tokuno
    • Organizer
      2nd AAT-AD/PD Focus Meeting 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Social Impact Analysis by Smart Phone Voice2020

    • Author(s)
      Shinichi Tokuno, Yasuhiro Omiya, Takeshi Takano, Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara, Shunji Mitsuyoshi, Ung-il Chung/Yuichi Tei
    • Organizer
      International Workshop EDEN XI
    • Related Report
      2020 Research-status Report
  • [Presentation] 高圧環境下での音声によるストレス評価手法の検討2020

    • Author(s)
      樋口政和, 中村光晃, 篠原修二, 大宮康宏, 高野毅, 光吉俊二, 徳野慎一
    • Organizer
      第59回日本生体医工学会大会
    • Related Report
      2020 Research-status Report
  • [Presentation] MIMOSYS ver.2の検討2020

    • Author(s)
      大宮康宏, 高野毅, 樋口政和, 篠原修二, 中村光晃, 光吉俊二, 徳野慎一
    • Organizer
      第59回日本生体医工学会大会
    • Related Report
      2020 Research-status Report
  • [Presentation] ベイズ推定を用いたMIMOSYSの精度改善の検討2020

    • Author(s)
      高野毅, 篠原修二, 光吉俊二, 大宮康宏, 樋口政和, 中村光晃, 斉藤拓, 吉野相英, 戸田裕之, 徳野慎一
    • Organizer
      第59回日本生体医工学会大会
    • Related Report
      2020 Research-status Report
  • [Presentation] Discrimination of Bipolar Disorders Using Voice2019

    • Author(s)
      Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Takeshi Takano, Hiroyuki Toda, Taku Saito, Aihide Yoshino, Shunji Mitsuyoshi, and Shinichi Tokuno
    • Organizer
      9th EAI International Conference on Pervasive Computing Paradigms for Mental Health (MindCare2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] An attempt to estimate depressive status from voice2019

    • Author(s)
      Yasuhiro Omiya, Takeshi Takano, Tomotaka Uraguchi, Mitsuteru Nakamura, Masakazu Higuchi, Shuji Shinohara, Shunji Mitsuyoshi, Mirai So, and Shinichi Tokuno
    • Organizer
      9th EAI International Conference on Pervasive Computing Paradigms for Mental Health (MindCare2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] VOICE-BASED EVALUATION OF STRESS BY BODY IDENTIFICATION2019

    • Author(s)
      M Higuchi, I Yamamoto, Y Omiya, M Nakamura, S Shinohara, T Takano, K Nakagawa, H Ohira, Y Yamada, I Hasegawa, S Mitsuyoshi, and S Tokuno
    • Organizer
      26th International "Stress and Behavior" Neuroscience and Biopsychiatry Conference (ISBS2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Pilot study to detect Parkinson's disease based on vocal analysis2019

    • Author(s)
      Y Omiya, M Nakamura, S Shinohara, M Higuchi, T Takano, S Mitsuyoshi, H Terashi, and S Tokuno
    • Organizer
      26th International "Stress and Behavior" Neuroscience and Biopsychiatry Conference (ISBS2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] A n experiment to detect Laryngomalacia using bab y s crying voice2019

    • Author(s)
      Y. Omiya, M. Nakamura, S. Shinohara, M. Higuchi, K. Suzuki, N. Manome, S. Mitsuyoshi, I. Yamamoto, S. Mukai, and S. Tokuno
    • Organizer
      41st International Engineering in Medicine and Biology Conference (EMBC2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] An experiment to distinguish M ajor depression and Lewy body dementia from healthy participants using voice2019

    • Author(s)
      T. Uraguchi, Y. Omiya, S. Shinohara, K. Suzuki, N. Manome, M. Ishida, Y. Kumamoto, and S. Tokuno
    • Organizer
      41st International Engineering in Medicine and Biology Conference (EMBC2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Pilot study of distinguish between dementia with Lewy bodies and healthy subjects using voice2019

    • Author(s)
      Y. OMIYA, T. URAGUCHI, T. TAKANO, M. NAKAMURA, S. SHINOHARA, M. HIGUCHI, K. SUZUKI, N. MANOME, M. ISHIDA, Y. KUMAMOTO, S. MITSUYOSHI, S. TOKUNO
    • Organizer
      Neuroscience2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Parkinson's disease detection from a small amount of data based on self-organizing maps2019

    • Author(s)
      N. MANOME, S. SHINOHARA, K. SUZUKI, Y. OMIYA, M. HIGUCHI, S. MITSUYOSHI
    • Organizer
      Neuroscience2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Generalization performance improvement method using automatic feature selection in pathological voice detection2019

    • Author(s)
      K. SUZUKI, S. SHINOHARA, N. MANOME, M. HIGUCHI, Y. OMIYA, S. MITSUYOSHI
    • Organizer
      Neuroscience2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 音声によるパーキンソン病患者の重症度判別2019

    • Author(s)
      樋口 政和, 中村 光晃, 篠原 修二, 大宮 康宏, 高野 毅, 赫 寛雄, 三苫 博, 光吉 俊二, 徳野 慎一
    • Organizer
      第58回日本生体医工学会大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 音声分析に基づくアルツハイマー型認知症の検出のための検討2019

    • Author(s)
      大宮 康宏, 中村 光晃, 篠原 修二, 樋口 政和, 髙野 毅, 浦口 智貴, 光吉 俊二, 三條 信夫, 徳 野 慎一
    • Organizer
      第58回日本生体医工学会大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 体位に依存した音声特徴量の変化に基づく閉塞性睡眠時無呼吸リスク推測手法の高精度化に関する検討2019

    • Author(s)
      中村光晃, 大宮康宏, 篠原修二, 樋口政和, 高野毅, 光吉俊二, 田中俊一, 徳野慎一
    • Organizer
      第58回日本生体医工学会大会
    • Related Report
      2019 Research-status Report
  • [Presentation] Feasibility Study for Estimation of Score of the Mpvement Disorder Society Unified Parkinson's Disease Rating Scale Part III Using Voice2019

    • Author(s)
      M. Nakamura, S. Shinohara, M. Higuchi, Y. Omiya, T. Takano, S. Mitsuyoshi, H. Terashi, H. Mitoma, S. Tokuno
    • Organizer
      The 14th International Conference on Alzheimer's and Parkinson's Diseases (AD/PD2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Pilot study to detect Alzheimer’s disease based on vocal analysis2019

    • Author(s)
      Y. Omiya, M. Nakamura, S. Shinohara, M Higuchi, T. Takano, T. Uraguchi, S. Mitsuyoshi, M. Ishida, Y. Kumamoto, N Sanjo, S. Tokuno
    • Organizer
      The 14th International Conference on Alzheimer's and Parkinson's Diseases (AD/PD2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Voice analysis opens the door to the future healthy society2019

    • Author(s)
      M. Nakamura, M. Higuchi, S. Shinohara, Y. Omiya, T. Takano, S. Mitsuyoshi, S. Tokuno
    • Organizer
      Nature創刊150周年シンポジウム
    • Related Report
      2018 Research-status Report
  • [Presentation] Classification of Bipolar Disorder, Major Depressive Disorder, and Healthy State Using Voice2018

    • Author(s)
      M. Higuchi, S. Tokuno, M. Nakamura, S. Shinohara, S. Mitsuyoshi, Y. Omiya, N. Hagiwara, T. Takano, H. Toda, T. Saito, H. Terashi, H. Mitoma
    • Organizer
      The 8th International Conference on Biomedical Engineering and Technology (ICBET 2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Voice-based Emotion Model for Identifying Major Depression2018

    • Author(s)
      M. Higuchi, S. Shinohara, M. Nakamura, Y. Omiya, N. Hagiwara, T. Takano, H. Toda, T. Saito, H. Terashi, H. Mitoma, S. Mitsuyoshi, S. Tokuno
    • Organizer
      The 40st International Engineering in Medicine and Biology Conference (EMBC2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Feasibility Study on Screening for Dementia using Voice Analysis2018

    • Author(s)
      M. Nakamura, S. Shinohara, Y. Omiya, M. Higuchi, N. Hagiwara, T. Takano, S. Mitsuyoshi, Y. Nozaki, M. Yoshitake, N. Sanjo, S. Tokuno
    • Organizer
      The 40st International Engineering in Medicine and Biology Conference (EMBC2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] An experiment to distinguish between Parkinson’s disease and major depression using voice2018

    • Author(s)
      Y. Omiya, N. Hagiwara, T. Takano, S. Shinohara, M. Nakamura, M. Higuchi, S. Mitsuyoshi, E. Takayama, H. Terashi, H. Mitoma, H. Toda, T. Saito, S. Tokuno
    • Organizer
      The 40st International Engineering in Medicine and Biology Conference (EMBC2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Pilot study to detect Dementia based on vocal analysis2018

    • Author(s)
      Y. Omiya, T. Takano, T. Uraguchi, M. Nakamura, S. Shinohara, M. Higuchi, S. Mitsuyoshi, S. Tokuno
    • Organizer
      Neuroscience2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Feasibility Study for Estimation of Depression Severity Using Voice Analysis2018

    • Author(s)
      M. Nakamura, S. Shinohara, Y. Omiya, M. Higuchi, T. Takano, S. Mitsuyoshi, H. Toda, T. Saito, M. Tanichi, A. Yoshino, S. Tokuno
    • Organizer
      2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Estimating depressive status from voice2018

    • Author(s)
      Y. Omiya, T. Takano, T. Uraguchi, M. Higuchi, S. Shinohara, M. Nakamura, S. Mitsuyoshi, M. So, S. Tokuno
    • Organizer
      2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 音声による疾患鑑別の可能性2018

    • Author(s)
      徳野 慎, 篠原 修二, 中村 光晃, 樋口 政和, 大宮 康宏, 萩原 直樹, 高野 毅, 光吉 俊二
    • Organizer
      第57回日本生体医工学会大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 体位に依存した音声特徴量の変化に基づく閉塞性睡眠時無呼吸リスク推測手法の実現可能性の検討2018

    • Author(s)
      中村 光晃, 大宮 康宏, 篠原 修二, 樋口 政和, 萩原 直樹, 高野 毅, 光吉 俊二, 淡野 宏輔, 田中 俊一, 徳野 慎一
    • Organizer
      日本睡眠学会第43回定期学術集会
    • Related Report
      2018 Research-status Report
  • [Presentation] 音声による大うつ病・双極性障害スクリーニングの試み2018

    • Author(s)
      中村 光晃, 篠原 修二, 大宮 康宏, 萩原 直樹, 樋口 政和, 高野 毅, 光吉 俊二, 戸田 裕之, 斉藤 拓, 谷知 正章, 吉野 相英, 徳野 慎一
    • Organizer
      第37回躁うつ病の薬理・生化学的研究懇話会
    • Related Report
      2018 Research-status Report
  • [Presentation] 音声のみによるパーキンソン病重症度指標の推測手法の開発可能性検証2018

    • Author(s)
      中村 光晃, 篠原 修二, 樋口 政和, 大宮 康宏, 高野 毅, 光吉 俊二, 赫 寛雄, 三苫 博, 徳野 慎一
    • Organizer
      HCGシンポジウム2018
    • Related Report
      2018 Research-status Report
  • [Presentation] 歯科身元確認研修におけるメンタルケアのためのストレス測定の検討2018

    • Author(s)
      山本伊佐夫, 樋口政和, 徳野慎一, 大平寛, 山田良広, 木本一成, 二瓶智太郎, 浜田信城, 李昌一, 槻木恵一
    • Organizer
      日本集団災害医学会総会・学術集会2018
    • Related Report
      2017 Research-status Report
  • [Presentation] Measurement of Stress Level to Prevent Post-Traumatic Stress Disorder Developed by Identifying Dead Bodies2017

    • Author(s)
      Higuchi M, Yamamoto I, Omiya Y, Shinohara S, Nakamura M, Hagiwara H, Takano T, Mitsuyoshi S, Tokuno S
    • Organizer
      Exploratory Domains of Econophysics News 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 遺体の身元確認作業におけるメンタルケアのための音声によるストレス度測定2017

    • Author(s)
      樋口政和, 山本伊佐夫, 篠原修二, 中村光晃, 大宮康宏, 萩原直樹, 高野毅, 光吉俊二, 徳野慎一
    • Organizer
      生体医工学シンポジウム2017
    • Related Report
      2017 Research-status Report
  • [Remarks] 音声病態分析学

    • URL

      http://univ.tokyo/

    • Related Report
      2018 Research-status Report
  • [Remarks] 音声病態分析学

    • URL

      http://www.univ.tokyo/

    • Related Report
      2017 Research-status Report

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Published: 2017-04-28   Modified: 2023-01-30  

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