The University of Tokyo, Voice Analysis of Pathophysiology (2014 – ongoing)

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With Voice Analysis of Pathophysiology, we are conducting research and development for the technology to analyze mind status and body conditions by voice. The results of collaborative research are as follows.

Paper

  1. Masakazu Higuchi, Shuji Shinohara, Mitsuteru Nakamura, Yasuhiro Omiya, Naoki Hagiwara, Takeshi Takano, Shunji Mitsuyoshi, and Shinichi Tokuno, Accuracy Evaluation for Mental Health Indicator Based on Vocal Analysis in Noisy Environments. Journal of Information and Communication Engineering (JICE), 4(1): 217-222, (2018.04)
  2. Shinohara S, Omiya Y, Hagiwara N, Nakamura M, Higuchi M, Kirita T, Takano T, Mitsuyoshi S, Tokuno S., Case Studies of Utilization of the Mind Monitoring System (MIMOSYS) Using Voice and Its Future Prospects. ESMSJ (Econophysics, Sociophysics & other Multidisciplinary Sciences Journal) 7 (1) 2017; 7-12
  3. Higuchi M, Yamamoto I, Omiya Y, Shinohara S, Nakamura M, Hagiwara H, Takano T, Mitsuyoshi S, Tokuno S., Measurement of Stress Level to Prevent Post-Traumatic Stress Disorder Developed by Identifying Dead Bodies. ESMSJ (Econophysics, Sociophysics & other Multidisciplinary Sciences Journal) 7 (1) 2017; 13-18.
  4. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Tokuno S., Difference in Voice Analysis Result by Pre and Post Processing of Telephone Line. Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:242-245.
  5. Shinohara S, Omiya Y, Nakamura M, Hagiwara N, Higuchi M, Mitsuyoshi S, Tokuno S., Multilingual evaluation of voice disability index using pitch rate. Advances in Science Technology and Engineering Systems Journal Vol. 2, No. 3, 765 – 772, (2017)
  6. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Yasunaga H, Tokuno S., Validity of Mind Monitoring System as a Mental Health Indicator using Voice. Advances in Science, Technology and Engineering Systems Journal, vol. 2, no. 3, pp. 338-344 (2017).
  7. Mitsuyoshi S, Nakamura M, Omiya Y, Shinohara S, Hagiwara N, Tokuno S., Mental status assessment of disaster relief personnel by vocal affect display based on voice emotion recognition. (2017). Disaster and Military Medicine, 3(1), 4.
  8. Higuchi, M., Shinohara, S., Nakamura, M., Omiya, Y., Hagiwara, N., Mitsuyoshi, S. and Tokuno S., Study on Depression Evaluation Indicator in the Elderly using Sensibility Technology. 3rd International Conference on Information and Communication Technologies for Ageing Well and e-Health: 70-77, 2017.
  9. Shinohara S, Nakamura M, Mitsuyoshi S, Tokuno S, Omiya Y, Hagiwara N., Voice disability index using pitch rate. (2016). Biomedical Engineering and Sciences (IECBES), 2016 IEEE EMBS Conference on. IEEE, 2016. p. 557-560.
  10. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Yasunaga H, Mitsuyoshi S, Tokuno S., Validity of the Mind Monitoring System as a Mental Health Indicator, 16th International Conference on BioInformatics and BioEngineering (IEEE BIBE2016), 2016. 262-265.
  11. Nakamura M, Shinohara S, Omiya Y, Mitsuyoshi S, Takagi H, Ushiwatari A, Tokuno S., Correlation between self-administered psychological test and emotion measured by voice analysis, International Conference on Information Science and Management Engineering (ICISME2015), 2015. 290-294
  12. Shinohara S, Mitsuyoshi S, Nakamura M, Omiya Y, Tsumatori G, Tokuno S., Validity of a voice-based evaluation method for effectiveness of behavioural therapy, Pervasive Computing Paradigms for Mental Health. Springer International Publishing, 2015. 43-51.

International Conferences(Poster)

  1. Masakazu Higuchi, Shuji Shinohara, Mitsuteru Nakamura, Yasuhiro Omiya, Naoki Hagiwara, Takeshi Takano, Hiroyuki Toda, Taku Saito, Hiroo Terashi, Hiroshi Mitoma, Shunji Mitsuyoshi, Shinichi Tokuno, Voice-Based Emotion Model for Identifying Major Depression, EMBC2018, (Hawaii), 2018.7.17-21. (Accepted)
  2. Tomoki Uraguchi, Shuji Shinohara, Aurelian Denis NEGREA, Marian Țaicu, Gheorghe Săvoiu, Yasuhiro Omiya, Mitsuteru Nakamura, Masakazu Higuchi, Takeshi Takano, Naoki Hagiwara, Shunji Mitsuyoshi, Shinichi Tokuno, Evaluation of Mind Monitoring System (MIMOSYS) by Subjects with Romanian and Russian As Their Native Language, EMBC2018, (Hawaii), 2018.7.17-21. (Accepted)
  3. 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., An experiment to distinguish between Parkinson’s disease and major depression using voice, EMBC2018, (Hawaii), 2018.7.17-21. (Accepted)
  4. Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Masakazu Higuchi, Naoki Hagiwara, Takeshi Takano, Shunji Mitsuyoshi, Yuki Nozaki, Miki Yoshitake, Nobuo Sanjo, Shinichi Tokuno, Feasibility Study on Screening for Dementia Using Voice Analysis, EMBC2018, (Hawaii), 2018.7.17-21. (Accepted)
  5. Shuji Shinohara, Denis NEGREA Aurelian, Marian Țaicu, Gheorghe Săvoiu, Yasuhiro Omiya, Mitsuteru Nakamura, Masakazu Higuchi, Takeshi Takano, Naoki Hagiwara, Shunji Mitsuyoshi, Shinichi Tokuno, Evaluation of Suicidal Ideation Based on the Pitch Detection Rate, EMBC2018, (Hawaii), 2018.7.17-21. (Accepted)
  6. Yasuhiro Omiya, Naoki Hagiwara, Shuji Shinohara, Mitsuteru Nakamura, Masakazu Higuchi, Shunji Mitsuyoshi, Eiji Takayama, and Shinichi Tokuno., The influence of the voice acquisition method to the mental health state estimation based on vocal analysis, IUPESM2018, (Praha), 2018.6.3-8. (Accepted)
  7. Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Shunji Mitsuyoshi, Masakazu Higuchi, Naoki Hagiwara, Takeshi Takano, Hirosuke Danno, Shun-ichi Tanaka and Shinichi Tokuno, Feasibility study of evaluation of therapeutic effect for sleep apnea syndrome using mental healthiness evaluated from voice, IUPESM2018, (Praha), 2018.6.3-8. (Accepted)
  8. Higuchi M, Tokuno S, Nakamura M, Shinohara S, Mitsuyoshi S, Omiya Y, Hagiwara N, Takano T, Toda H, Saito T, Terashi H, Mitoma H, Classification of Bipolar Disorder, Major Depressive Disorder And Healthy State Using Voice, 8th International Conference on Biomedical Engineering and Technology (ICBET 2018), (Bali) 2018.4.23-25.
  9. Higuchi M, Shinohara S, Nakamura M, Mitsuyoshi M, Omiya Y, Hagiwara N, Takano T, Tokuno S., An Effect of Noise on Mental Health Indicator using Voice, International Conference on Intelligent Informatics and BioMedical Sciences (ICIIBMS) 2017, (Okinawa).2017.11.24-26.
  10. Omiya Y, Hagiwara N, Takano T, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Tokuno S., Difference in Speech Analysis Results by Compression. International Conference on Intelligent Informatics and BioMedical Sciences (ICIIBMS) 2017, (Okinawa).2017.11.24-26.
  11. Shinohara S, Omiya Y, Nakamura M, Higuchi M, Hagiwara N, Takano T, Toda H, Saito T, Tanichi M , Yoshino A, Mitsuyoshi S, Tokuno S, Major depression index derived from the relationship between hurst exponent and zero crossing rate in voice. Neuroscience 2017 (Washington) 2017.11.11-15.
  12. Omiya Y, Shinohara S, Higuchi M, Nakamura M, Mitsuyoshi S, Yamamoto I, Tokuno S, Stress evaluation using voice in dental identification work of dead body. Neuroscience 2017 (Washington) 2017.11.11-15.
  13. Shinohara S, Omiya Y, Hagiwara N, Nakamura M, Higuchi M, Kirita T, Takano T, Mitsuyoshi S, Tokuno S., Case Studies of Utilization of the Mind Monitoring System (MIMOSYS) Using Voice and Its Future Prospects. International Workshop EDEN (Exploratory Domains of Econophysics News) – IX (Pitesity), 2017.10.14.
  14. Higuchi M, Yamamoto I, Omiya Y, Shinohara S, Nakamura M, Hagiwara H, Takano T, Mitsuyoshi S, Tokuno S., Measurement of Stress Level to Prevent Post-Traumatic Stress Disorder Developed by Identifying Dead Bodies. International Workshop EDEN (Exploratory Domains of Econophysics News) – IX (Pitesity), 2017.10.14.
  15. M Nakamura, Y Omiya, S Shinohara, S Mitsuyoshi, M Higuchi, N Hagiwara, T Takano, H Toda, T Saito, M Tanichi, A Yoshino, S Tokuno, Feasibility study of classifying major depressive disorder and bipolar disorders using voice features, XVII World Congress of Psychiatry (Berlin) 2017.10.8-12.
  16. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Higuchi M, Mitsuyoshi S, Tokuno S., Difference in Voice Analysis Result by Pre- and Post- Processing of Telephone Line. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15.
  17. Omiya Y, Hagiwara N., Algorithm to distinguish between articulatory disorder, depression and Parkinson’s disease by voice. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15.
  18. Nakamura M, Shinohara S, Omiya Y, Hagiwara N, Higuchi M, Mitsuyoshi S, Danno H, Tanaka S, Tokuno S., Relation between Severity of Sleep Apnea Syndrome and Mental Healthiness Evaluated from Voice. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17) (Jeju), 2017.7.11-15.
  19. Higuchi M, Shinohara S, Nakamura M, Omiya 2, Hagiwara N, Mitsuyoshi S, Tokuno S, Study on Depression Evaluation Indicator in the Elderly Using Sensibility Technology, 3rd The International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE 2017) (Porto), 2017.04.29.
  20. Shinohara S, Omiya Y, Nakamura M, Hagiwara N, Mitsuyoshi S, Tokuno S, Voice Disability Index Using Pitch Rate, IEEE EMBS Conference of Biomedical, Engineering and Sciences (IECBES 2016) (Kuala Lumpur) 2016.12.4-8.
  21. Tokuno S, Omiya Y, Shinohara S, Nakamura M, Hagiwara N, Mitsuyoshi S, Psychological impact of Kumamoto earthquake by voice analysis using a smart phone application, Neuroscience 2016 (San Diego) 2016.11.12-16.
  22. Nakamura M, Tanichi M, Toda H, Mitsuyoshi S. Shinohara S, Omiya Y, Shimizu K, Yoshino A, Tokuno S., Alternation of fundamental frequency of ultrasonic vocalizations by neonatal rats in response to distance from their mother, Neuroscience 2016 (San Diego) 2016.11.12-16.
  23. Omiya Y, Hagiwara N, Shinohara S, Nakamura M, Mitsuyoshi S, Tokuno S., Development of Mind Monitoring System using Call Voice, Neuroscience 2016 (San Diego) 2016.11.12-16.
  24. Hagiwara N, Omiya Y, Shinohara S, Nakamura M, Yasunaga H, Mitsuyoshi S, Tokuno S., Validity of the Mind Monitoring System as a Mental Health Indicator, Bioinformatics and Bioengineering (BIBE), 2016 IEEE 16th International Conference (Taitung), 2016.10.31-11.2.
  25. Omiya Y, Development of the Mind Monitoring System (MIMOSYS) which can be able to monitor mental health status using call voice with a smartphone: Joint Symposium with IT Companies, 7th Asia Pacific Regional Conference of the International Association for Suicide Prevention (Tokyo), 2016.5-18-21.
  26. Nakamura M, Shinohara S, Omiya Y, Mitsuyoshi S, Takagi H, Ushiwatari A, Tokuno S, Correlation between self-administered psychological test and emotion measured by voice analysis, International Conference on Information Science and Management Engineering1 (ICISME2015) (Phuket), 2015.12.20.
  27. Nakamura M, Shinohara S, Omiya Y, Mitsuyoshi S, Oshima Y, Danno H, Yamakawa T, Tanaka S, Tokuno S, Snoring-based screening for sleep apnea syndrome,生体医工学シンポジウム2015 (岡山),9.24-25.
  28. Shinohara S, Mitsuyoshi S, Nakamura M, Omiya Y, Tsumatori G, Tokuno S., Validity of a voice-based evaluation method for effectiveness of behavioural therapy, 5th International Symposium on Pervasive Computing Paradigms for Mental Health; MINDCARE 2015 (Milan), 2015.9.23-25

 

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