Research field (2)：
Applied biofunctional and bioprocess engineering
, Bio-, chemical, and soft-matter physics
Research keywords (6)：
Quantum biology
, Data analysis
, バイオリアクター
, モデル化
, 脳・神経
, マイクロナノデバイス
Research theme for competitive and other funds (7)：
2023 - 2027 大脳皮質形成において神経細胞が移動を停止し配置する機構の解明
2015 - 2020 Regenerative-medicine oriented controlling of neuronal cell differentiation with shear stress
2015 - 2019 Construction and Experimental Validation of Mechanical Models for Cell Division
2014 - 2016 Development of High-speed, High-resolution 3D Single-Molecule Measurement System
2012 - 2015 Design and Implementation of high-performance spatial model simulator
2009 - 2014 Informatics and mathematics for In siloco reconstruction of mammalian early embryogenesis
2010 - 2011 New approach to the mechanism of long-term memory with microfluidic culturing systems
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Papers (60)：
Koya TAKAHASHI, Kaito ZAMA, Noriko F. HIROI. Ship trajectory prediction using AIS data with TransFormer-based AI. 2024 IEEE Conference on Artificial Intelligence (CAI). 2024
Anna Niarakis, Marek Ostaszewski, Alexander Mazein, Inna Kuperstein, Martina Kutmon, Marc E. Gillespie, Akira Funahashi, Marcio Luis Acencio, Ahmed Hemedan, Michael Aichem, et al. Drug-target identification in COVID-19 disease mechanisms using computational systems biology approaches. Frontiers in Immunology. 2024. 14
Shohei Tada, Yoshitaka Yamazaki, Kazunori Yamamoto, Ken Fujii, Takahiro G. Yamada, Noriko F. Hiroi, Akatsuki Kimura, Akira Funahashi. Switching from weak to strong cortical attachment of microtubules accounts for the transition from nuclear centration to spindle elongation in metazoans. Heliyon. 2024. 10. 3. e25494-e25494
Ryo J. Nakatani, Masahiro Itabashi, Takahiro G. Yamada, Noriko F. Hiroi, Akira Funahashi. Intercellular interaction mechanisms promote diversity in intracellular ATP concentration in Escherichia coli populations. Scientific Reports. 2022. 12. 1
Takayuki Nakamura, Joe Sakamoto, Kohki Okabe, Atsushi Taniguchi, Takahiro G. Yamada, Shigenori Nonaka, Yasuhiro Kamei, Akira Funahashi, Makoto Tominaga, Noriko F. Hiroi. Temperature elevation was detected in migrating cells. Optics Continuum. 2022. 1. 5. 1085-1097
Kazuho Narita, Koya Takahashi, Noriko F Hiroi. Development of a Deep Learning Machine for Micro-Expression Recognition. IEEE Engineering in Medicine and Biology Society 2024. 2024
Sora Endo, Kazuho Narita, Noriko Hiroi. Comparison of cryptochrome structures among the mammals in the extreme environments. Intelligent Systems For Molecular Biology 2024. 2024
Taku MATSUDA, Keito KIMURA, Yohei SHIBATA, Kodai YAMAGUCHI, Yuto SHIMADA, Sora OIKAWA, Ryuho KATO, Sora ENDO, Kaito ZAMA, Haruto WATANABE, et al. Impact of the education for data driven designing of electric tools at home. Proceedings of the Symposium on the Educational Appplication of Information Technology. 2024. 18. 9-12
Kazuho Narita, Shohei Nashizaki, Masaki Ishiwata, Yusei Sakai, Hiroya Urushibara, Noriko Hiroi. Classification of Human microexpressions using CNN trained on images thresholded by Galvanic Skin Response. Statphys 28. 2023
Nashizaki S, Urushibara H, Narita K, Sakai Y, Ishiwata M, Hiroi NF. Evaluation of the cardiac pulse rate as a thresholding index for the image data contains microexpressions to classify with a Convolutional Neural Network. IEEE Engineering in Medicine and Biology Society 2023. 2023
