研究室メンバー紹介

Brian ( ブライアン ) Sumali ( スマリ )

<所属>

慶應義塾大学 グローバルリサーチインスティテュート 特任講師

<研究グループ>

<研究テーマ>

<査読付国際ジャーナル>

  1. Brian Sumali, Yasue Mitsukura*, Toshihiko Nishimura, "Contactless Continuous Heart Rate Monitoring System using Ballistocardiography", PLOS ONE, Vol. 17 No. 7, pp. e0272072, July 2022
  2. Yasue Mitsukura*, Brian Sumali, Hideto Watanabe, Toshiharu Ikaga, and Toshihiko Nishimura, "Frontotemporal EEG as potential biomarker for early MCI: a case-control study", BMC Psychiatry, Vol. 22, No. 1, pp. 289, Apr. 2022
  3. Yasue Mitsukura, Yuuki Tazawa, Risa Nakamura, Brian Sumali, Tsubasa Nakagawa, Satoko Hori, Masaru Mimura, and Taishiro Kishimoto*, "Characteristics of single-channel electroencephalogram in depression during conversation with noise reduction technology", PLOS ONE, Vol.7, No. 4, pp. e0266518, Apr. 2022
  4. Miyako Tsubota, Brian Sumali, Mariko Kai, and Yasue Mitsukura*, "Online improvisation training, hybrid improvisation training and on-site improvisation training; are they the same?", Science Progress, Vol. 105, No. 1, pp. 1-11, Feb. 2022
  5. Brian Sumali, Joto Yoshimoto, Hiroto Kobayashi, Mei Yamada, Tetsuya Maeda, and Yasue Mitsukura*, "A Study on Legumes-based Noodles as Staple Food for Office Workers", Frontiers of Nutrition, Vol. 9, pp. 807350, Jan. 2022
  6. Yasue Mitsukura*, Brian Sumali, Risa Nara, Kenichi Watanabe, Masami Inoue, Ken Ishida, Mika Nishiwaki, and Masaru Mimura, "Evaluation of Olive Oil Effects on Human Stress Response by Measuring Cerebral Blood Flow", Journal of Food Science & Nutrition, Vol. 9, No. 4, February 2021
  7. Jiahao Qu, Brian Sumali, Ho Lee, Hideki Terai, Makoto Ishii, Koichi Fukunaga, Yasue Mitsukura*, and Toshihiko Nishimura, "Finding of the factors affecting the severity of COVID-19 based on mathematical models", Scientific Reports, Vol. 11, No. 24224, Dec. 2021
  8. B. Sumali, Y. Mitsukura, K. Liang, M. Yoshimura, M. Kitazawa, A. Takamiya, T. Fujita, M. Mimura, and T. Kishimoto*, "Speech quality feature analysis for classification of depression and dementia patients", Sensors, Vol. 20, No. 12
  9. Yasue Mitsukura*, Brian Sumali, Masaki Nagura, Koichi Fukunaga, and Masato Yasui, "Sleep Stage Estimation from Bed Leg Ballistocardiogram Sensors", Sensors, Vol. 20, No. 19, Oct. 2020

<査読付国内ジャーナル>

  1. 小杉亘, スマリ ブライアン, 三村將, 満倉靖恵*, "月経周期におけるホルモン変動と脳波の相関", 電気学会論文誌C, Vol. 141, No. 9, pp. 992-998, 2021年9月
  2. スマリ ブライアン, 浜田望, 満倉靖恵, "顔の向きに頑健な特徴点検出法と追跡手法の確立", 電気学会論文誌C, Vol. 141, No. 3, pp. 367-372, 2021年3月

<査読付国際研究集会論文集>

  1. Jiahao Qu, Brian Sumali, Yasue Mitsukura, "Predicting COVID-19 Severe Patients and Evaluation Method of 3 Stages Severe Level by Machine Learning", Proc. of 2021 IEEE 4th International Conference on Electronics and Communication Engineering (ICECE), pp. 277-281
  2. Brian Sumali, Yasue Mitsukura, Tazawa Yuuki, and Kishimoto Taishiro, "Facial Landmark Activity Features for Depression Screening", Proc. of SICE2019, Hiroshima (Japan), Sep. 2019
  3. Sumali Brian, Yasue Mitsukura, Tsenkova Roumiana, and Hamada Nozomu, "Near-Infrared Spectrum Features of Different Water Samples and Temperature Changes", Proc. of EMBC2019, Berlin (Germany), Jul. 2019
  4. Sarkan, H., Sumali, B., Hamada, N., and Mitsukura, Y. "Blurred Face Image Restoration Using Gradient Distribution Prior Model". International Conference On Engineering Technologies & Applied Sciences 2017 (ICETAS 2017). January 23 - 25. Kuala Lumpur, Malaysia. 2017.
  5. Sarkan, H., Azhari, Z., Sumali, B., and Hamada, N. "Unifying Approach of Blind Image Restoration and Face Recognition in PCA subspace". Malaysia-Japan Joint International Conference 2016 (MJJIC 2016). September 6 - 7. Kuala Lumpur, Malaysia. 2016.
  6. Sarkan, H., Roslan, F., Sumali, B., and Hamada, N. "PCA-based Blind Restoration Of Face Images Using Gradient Profile Prior Model". Malaysia-Japan Joint International Conference 2016 (MJJIC 2016). September 6 - 7. Kuala Lumpur, Malaysia. 2016.
  7. Sumali, B., Sarkan, H., Hamada, N., and Mitsukura, Y. "Blind Image Restoration by using PCA-subspace Generation and Image Quality Optimization". 1st International Conference on Advanced Information and Communication Technology 2016 (ICAICT2016). May 6 - 7. Chittagong, Bangladesh. 2016. Best Paper Award.
  8. Sumali, B., Hamada, N., and Mitsukura, Y. "Blind Image Restoration using PCA and Image Quality Assessment". The Eighth International workshop on Image Media Quality and its Applications. March 10 - 11. Nagoya, Japan. 2016. Overseas Student Award of Outstanding Presentation.
  9. Sumali, B., Sarkan, H., Hamada, N., and Mitsukura, Y. "Single Image Super-Resolution by No-Reference Image Quality Index Optimization in PCA Subspace". 12th IEEE Colloquium on Signal Processing and its Applications (CSPA 2016). March 4 - 6. Malacca, Malaysia: IEEE. 2016.
  10. Sumali, B., Nakamura, R., Hamada, N., and Mitsukura, Y. "Experimental Considerations on Iterative PCA Blind Image Restoration Method". Malaysia-Japan Joint International Conference 2015 (MJJIC 2015). November 13 - 15. Yamaguchi, Japan. 2015.
  11. Sumali, B., Hamada, N., and Mitsukura, Y. "Blind Image Restoration Method by PCA-based Subspace Generation". The 2015 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2015). November 9 - 12. Bali, Indonesia: IEEE. 2015. 204-209.

<国内学会発表>