Biomedical Informatics Research Group

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The purpose of Biomedical Informatics Research Group is to contribute to the improvement of our daily lives and wellbeing by creating basic technologies of informatics while learning about nature and mechanisms of living organisms and their activities, and by utilizing the results.

Group Leader Kunio Kashino

Research Index

Concept discovery and acquisition based on crossmodal information
Information retrieval and filtering based on semantics
Neural translation between sounds and explanatory sentences
Physically constrained 3D shape estimation
In-body sound source estimation from acoustic signals captured on the body surface

Publications

2023

Journal Papers

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.

Peer-reviewed Conference Papers

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

Journal Papers

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).

Peer-reviewed Conference Papers

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

Peer-reviewed Conference Papers

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

Members

Kunio Kashino

Kunio Kashino
Group Leader / Fellow

Masahiro Nakano

Masahiro Nakano
Distinguished Researcher

Kenji Komiya

Kenji Komiya

Ryo Nishikimi

Ryo Nishikimi

Hiroki Sakuma

Hiroki Sakuma

Daiki Takeuchi

Takashi Sato

Daiki Takeuchi

Ryohei Shibue

Yoshifumi Shiraki

Yoshifumi Shiraki

Masaru Tsuchida

Masaru Tsuchida

Last Update: 7/19/2024

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