生体情報処理研究グループ

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生体情報処理研究グループは、生体やその活動に学びながら情報に関わる基礎技術を創り出し、その成果を具体的に活用することを通じて、私たちの日常生活とウェルビーイングの向上に資することを目的としています。

グループリーダー 柏野 邦夫

研究紹介

発表文献

2024

論文

  1. Ryo Nishikimi, Masahiro Nakano, Kunio Kashino & Shingo Tuskada (2024). Variational Autoencoder-Based Neural Electrocardiogram Synthesis Trained by FEM-Based Heart Simulator. Cardiovascular Digital Health Journal, 5 (1), 19-28.
  2. Moyu Hasegawa, Kenji Miki, Takuji Kawamura, Ikue Sasozaki, Yuki Hikashiyama, Masaru Tuchida, Kunio Kashino, Masaki Taira, Emiko Ito, Maki Tkeda, Hidekazu Ishida, Shuichiro Higo, Yasushi Sakata & Shigeru Miyagawa (2024). Gene correction and overexpression of TNNI3 improve impaired relaxation in engineered heart tissue model of pediatric restrictive cardiomyopathy. Development, Growth & Differentiation, 66 (2), 119-132.

国際会議予稿

  1. Masahiro Nakano, Ryohei Shibue & Kunio Kashino (2024). Sunflower Strategy for Bayesian Relational Data Analysis. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Seoul, Korea.
  2. Masahiro Nakano, Hiroki Sakuma, Ryo Nishikimi, Ryohei Shibue, Takashi Sato & Kunio Kashino (2024). Warped Diffusion for Latent Differentiation Inference. International Conference on Artificial Intelligence and Statistics (AISTATS). Valencia, Spain.
  3. Kunio Kashino, Akisato Kimura & Shoji Matsuya (2024). Detection of acute myeloid leukemia without labeling individual blood cells. International Conference of the IEEE Engineering in Medicine and Biology Society. Orlando, USA.

2023

論文

  1. Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase & Kunio Kashino (2023). Estimation of Targets' Locations and Attention Degrees by Spatio-temporal Integration of Audiences' Facial Orientations. IEICE Transactions on Information and Systems, J106-A (3), 58-69.

国際会議予稿

  1. Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada & Kunio Kashino (2023). Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input. Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Island of Rhodes,Greek.

2022

論文

  1. Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada & Kunio Kashino (2022). Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations. EEE/ACM Transactions on Audio, Speech and Language Processing (TASLP).

国際会議予稿

  1. Yasunori Ohishi, Marc Delcroix, Tsubasa Ochiai, Shoko Araki, Daiki Takeuchi, Daisuke Niizumi, Akisato Kimura, Noboru Harada & Kunio Kashino (2022). ConceptBeam: Concept driven target speech extraction. Proc. ACM International Conference on Multimedia(ACMMM). Lisbon, Portugal.

2021

国際会議予稿

  1. Kana Mizokuchi, Toshihisa Tanaka, Takashi Sato & Yoshifumi Shiraki (2021). Decoding Selective Attention from EEG during Simultaneous Presentation of Two Melodies. Neuroscience 2021. Chicago, USA.

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