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

• Project/Area Number: 17K01404
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Medical systems
• Research Institution: The 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: ¥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。

Research Products

• [Journal Article] Performance Evaluation of a Voice-Based Depression Assessment System Considering the Number and Type of Input Utterances (2021)
  • 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
  • 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 Controls (2021)
  • 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
  • Peer Reviewed / Open Access
• [Journal Article] Effectiveness of a Voice-Based Mental Health Evaluation System for Mobile Devices: Prospective Study (2020)
  • 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
  • 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 voice (2020)
  • 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
  • Peer Reviewed
• [Journal Article] Social Impact Analysis by Smart Phone Voice (2020)
  • 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
  • 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
  • Peer Reviewed / Open Access
• [Journal Article] Evaluation of the Severity of Major Depression Using a Voice Index for Emotional Arousal (2020)
  • 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
  • Peer Reviewed / Open Access
• [Journal Article] Discrimination of Bipolar Disorders Using Voice (2019)
  • 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
  • Peer Reviewed / Open Access
• [Journal Article] An attempt to estimate depressive status from voice (2019)
  • 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
  • Peer Reviewed / Open Access
• [Journal Article] CLASSIFICATION OF BIPOLAR DISORDER, MAJOR DEPRESSIVE DISORDER, AND HEALTHY STATE USING VOICE (2018)
  • 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
  • Peer Reviewed / Open Access
• [Journal Article] Measurement of Stress Level to Prevent Post-Traumatic Stress Disorder Developed by Identifying Dead Bodies (2017)
  • 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
  • Peer Reviewed / Open Access
• [Presentation] Detection of Mild Cognitive Impairment Using Difference of Voice Features Between Conditions (2022)
  • 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)
  • 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
• [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
• [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
• [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
• [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
• [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 REPORT (2021)
  • 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)
  • Int'l Joint Research
• [Presentation] A STUDY AND EVALUATION USING VOICE TO GAUGE THE DRIVING ABILITY OF THE ELDERLY (2020)
  • 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
  • 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 ANALYSIS (2020)
  • 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
  • Int'l Joint Research
• [Presentation] Social Impact Analysis by Smart Phone Voice (2020)
  • 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
• [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
• [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
• [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
• [Presentation] Discrimination of Bipolar Disorders Using Voice (2019)
  • 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)
  • Int'l Joint Research
• [Presentation] An attempt to estimate depressive status from voice (2019)
  • 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)
  • Int'l Joint Research
• [Presentation] VOICE-BASED EVALUATION OF STRESS BY BODY IDENTIFICATION (2019)
  • 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)
  • Int'l Joint Research
• [Presentation] Pilot study to detect Parkinson's disease based on vocal analysis (2019)
  • 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)
  • Int'l Joint Research
• [Presentation] A n experiment to detect Laryngomalacia using bab y s crying voice (2019)
  • 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)
  • Int'l Joint Research
• [Presentation] An experiment to distinguish M ajor depression and Lewy body dementia from healthy participants using voice (2019)
  • 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)
  • Int'l Joint Research
• [Presentation] Pilot study of distinguish between dementia with Lewy bodies and healthy subjects using voice (2019)
  • 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
  • Int'l Joint Research
• [Presentation] Parkinson's disease detection from a small amount of data based on self-organizing maps (2019)
  • Author(s): N. MANOME, S. SHINOHARA, K. SUZUKI, Y. OMIYA, M. HIGUCHI, S. MITSUYOSHI
  • Organizer: Neuroscience2019
  • Int'l Joint Research
• [Presentation] Generalization performance improvement method using automatic feature selection in pathological voice detection (2019)
  • Author(s): K. SUZUKI, S. SHINOHARA, N. MANOME, M. HIGUCHI, Y. OMIYA, S. MITSUYOSHI
  • Organizer: Neuroscience2019
  • 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
• [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
• [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
• [Presentation] Feasibility Study for Estimation of Score of the Mpvement Disorder Society Unified Parkinson's Disease Rating Scale Part III Using Voice (2019)
  • 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)
  • Int'l Joint Research
• [Presentation] Pilot study to detect Alzheimer’s disease based on vocal analysis (2019)
  • 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)
  • Int'l Joint Research
• [Presentation] Voice analysis opens the door to the future healthy society (2019)
  • 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
• [Presentation] Classification of Bipolar Disorder, Major Depressive Disorder, and Healthy State Using Voice (2018)
  • 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)
  • Int'l Joint Research
• [Presentation] Voice-based Emotion Model for Identifying Major Depression (2018)
  • 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)
  • Int'l Joint Research
• [Presentation] Feasibility Study on Screening for Dementia using Voice Analysis (2018)
  • 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)
  • Int'l Joint Research
• [Presentation] An experiment to distinguish between Parkinson’s disease and major depression using voice (2018)
  • 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)
  • Int'l Joint Research
• [Presentation] Pilot study to detect Dementia based on vocal analysis (2018)
  • Author(s): Y. Omiya, T. Takano, T. Uraguchi, M. Nakamura, S. Shinohara, M. Higuchi, S. Mitsuyoshi, S. Tokuno
  • Organizer: Neuroscience2018
  • Int'l Joint Research
• [Presentation] Feasibility Study for Estimation of Depression Severity Using Voice Analysis (2018)
  • 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)
  • Int'l Joint Research
• [Presentation] Estimating depressive status from voice (2018)
  • 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)
  • 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
• [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
• [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
• [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
• [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
• [Presentation] Measurement of Stress Level to Prevent Post-Traumatic Stress Disorder Developed by Identifying Dead Bodies (2017)
  • 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
  • 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
• [Remarks] 音声病態分析学
  • URL: http://univ.tokyo/
• [Remarks] 音声病態分析学
  • URL: http://www.univ.tokyo/