RESEARCH RESULT

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海外

  • Kouta Suzuki, Shuji Shinohara, Masakazu Higuchi, Nobuhito Manome, Yasuhiro Omiya, Shunji Mitsuyoshi: Generalization performance improvement method using automatic feature selection in pathological voice detection, in Proceedings of Neuroscience 2019, 2019. (Accepted)

  • Nobuhito Manome, Shuji Shinohara, Kouta Suzuki, Yasuhiro Omiya, Masakazu Higuchi, Shunji Mitsuyoshi: Parkinson’s disease detection from a small amount of data based on self-organizing maps, in Proceedings of Neuroscience 2019, 2019. (Accepted)

  • Yasuhiro Omiya, Tomotaka Uraguchi, Takeshi Takano, Mitsuteru Nakamura, Shuji Shinohara, Masakazu Higuchi, Kouta Suzuki, Nobuhito Manome, Mitsuyoshi Ishida, Yorio Kumamoto, Shunji Mitsuyoshi, Shinichi Tokuno: Pilot study of distinguish between dementia with Lewy bodies and healthy subjects using voice, in Proceedings of Neuroscience 2019, 2019. (Accepted)

  • Kouta Suzuki, Naoki Hagiwara, Yasuhiro Omiya, Takashi Kirita, Shuji Shinohara, Nobuhito Manome, Shunji Mitsuyoshi: A Preliminary Study of Speech Emotion Recognition inside Automobile, The 21st International Conference on Human-Computer Interaction (HCI 2019), 2019. (Accepted)

  • Shuji Shinohara, Hiroyuki Toda, Mitsuteru Nakamura, Yasuhiro Omiya, Masakazu Higuchi, Takeshi Takano, Nobuhito Manome, Kouta Suzuki, Taku Saito, Masaaki Tanichi, Shunji Mitsuyoshi, Tomotaka Uraguchi, Aihide Yoshino, Shinichi Tokuno: Detecting Persons with Major Depression by a Voice Index Based on the Relationship between Hurst Exponent and Zero Crossing Rate, The IEEE 41st International Engineering in Medicine and Biology Conference (EMBC 2019), 2019. (Accepted)

  • Nobuhito Manome, Shuji Shinohara, Kouta Suzuki, Yasuhiro Omiya, Masakazu Higuchi, Shunji Mitsuyoshi: Identification of Parkinson’s Disease from Scarce Data Using Learning Vector Quantization, The IEEE 41st International Engineering in Medicine and Biology Conference (EMBC 2019), 2019. (Accepted)

  • Kouta Suzuki, Shuji Shinohara, Masakazu Higuchi, Nobuhito Manome, Yasuhiro Omiya, Shunji Mitsuyoshi: Parkinson’s Disease Detection Based on LightGBM, The IEEE 41st International Engineering in Medicine and Biology Conference (EMBC 2019), 2019. (Accepted)

  • Yasuhiro Omiya, Mitsuteru Nakamura, Shuji Shinohara, Masakazu Higuchi, Kouta Suzuki, Nobuhito Manome, Shunji Mitsuyoshi, Isao Yamamoto, Susumu Mukai, Shinichi Tokuno: An Experiment to Detect Laryngomalacia Using Baby’s Crying Voice, The IEEE 41st International Engineering in Medicine and Biology Conference (EMBC 2019), 2019. (Accepted)

  • Tomotaka Uraguchi, Yasuhiro Omiya, Shuji Shinohara, Kouta Suzuki, Nobuhito Manome, Yorio Kumamoto, Shinichi Tokuno: An Experiment to Distinguish Major Depression and Dementia with Lewy Bodies from Healthy Participants Using Voice, The IEEE 41st International Engineering in Medicine and Biology Conference (EMBC 2019), 2019. (Accepted)

  • Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Takeshi Takano, Kouta Suzuki, Nobuhito Manome, Hiroyuki Toda, Taku Saito, Aihide Yoshino, Shunji Mitsuyoshi, Shinichi Tokuno: Effectiveness of Voice Biomarker in Detecting Bipolar Disorder, The IEEE 41st International Engineering in Medicine and Biology Conference (EMBC 2019), 2019. (Accepted)

  • Nobuhito Manome, Shuji Shinohara, Kouta Suzuki, Kosuke Tomonaga, Shunji Mitsuyoshi: SOM-based Algorithm for Multi-armed Bandit Problem, in Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2019), 2019. (Accepted)

  • Nobuhito Manome, Shuji Shinohara, Kouta Suzuki, Kosuke Tomonaga, Shunji Mitsuyoshi: Verification of the Ability to Identify Parkinson’s Disease Patients Using Learning Vector Quantization, in Proceedings of the 26th International Stress and Behavior Neuroscience and Biopsychiatry Conference (ISBS 2019), pp. 42-43, 2019.

  • Wenqin Xu, Shuji Shinohara, Daijiro Harada, Reiko Kuroki, Shunji Mitsuyoshi: A Voice Emotion Analysis of Fear based on Logistic Regression, in Proceedings of the 26th International Stress and Behavior Neuroscience and Biopsychiatry Conference (ISBS 2019), 2019.

  • Nobuhito Manome, Shuji Shinohara, Kouta Suzuki, Kosuke Tomonaga, Shunji Mitsuyoshi: Emergence of Cooperative and Altruistic Behavior in SOM-based Agents, in Proceedings of The 24th International Symposium on Artificial Life and Robotics 2019 (AROB 24th 2019), pp. 1133-1137, 01/2019.

  • Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Masakazu Higuchi, Shunji Mitsuyoshi, Takeshi Takano, Hiroyuki Toda, Taku Saito, Masaaki Tanichi, Aihide Yoshino, Shinichi Tokuno: Feasibility Study for Estimation of Depression Severity using Voice Analysis. The 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2018) (Madrid), 12/2018.

  • Yasuhiro Omiya, Takeshi Takano, Tomotaka Uraguchi, Masakazu Higuchi, Shuji Shinohara, Mitsuteru Nakamura, Shunji Mitsuyoshi, So Mirai, Shinichi Tokuno: Estimating Depressive Status from Voice. The 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2018) (Madrid), 2018.12.3-6.

  • Yasuhiro Omiya, Takeshi Takano, Tomotaka Uraguchi, Mitsuteru Nakamura, Shuji Shinohara, Masakazu Higuchi, Shunji Mitsuyoshi, Shinichi Tokuno: Pilot Study to Detect Dementia based on Vocal Analysis. Neuroscience 2018 (SanDiego), 11/2018.

  • Mitsuteru Nakamura, Masaaki Tanichi, Hiroyuki Toda, Taku Saito, Shunji Mitsuyoshi, Shuji Shinohara, Yasuhiro Omiya, Masakazu Higuchi, Kunio Shimizu, Aihide Yoshino, Shinichi Tokuno: Change in Sound Features of Ultrasonic Vocalizations by Neonatal Rats Separated from their Mother Depending on Condition of the Neonatal Rats. Neuroscience 2018 (SanDiego), 11/2018.

  • Shunji Mitsuyoshi: Research on Artificial Ego. Luncheon Seminar at IEEE SMC 2018 (Miyazaki), 2018.10.8. (Invited speech)

  • Mitsuteru Nakamura, Masaaki Tanichi, Hiroyuki Toda, Taku Saito, Shunji Mitsuyoshi, Shuji Shinohara, Yasuhiro Omiya, Masakazu Higuchi, Kunio Shimizu, Aihide Yoshino, Shinichi Tokuno: Difference in Sound Features of Ultrasonic Vocalizations by Neonatal Rats Separated from their Mother in Response to Surrounding Environment. The 41st Annual Meeting of the Japan Neuroscience Society, 07/2018.

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