Yamamoto Utako

ヤマモトウタコ | Yamamoto Utako

Affiliation and department：
Other affiliations (1)：

Research field (1)： Biomedical engineering

Research theme for competitive and other funds (7)：

2022 - 2025 ブラックボックス最適化を用いた臓器の変形推定手法の開発
2020 - 2023 Development of next generation MRI measurement method using combinatorial optimization technique with quantum annealing
2019 - 2022 Medical image interpretation support system based on appearance transformation of images
2016 - 2019 生体画像の統計的性質と医師の叡智を統合した脳疾患自動検出技術の開発
2015 - 2016 ヒト脳画像の統計的性質を用いた脳疾患自動検出技術の開発

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Papers (30)：

Utako Yamamoto, Hirohiko Imai, Kei Sano, Masayuki Ohzeki, Tetsuya Matsuda, Toshiyuki Tanaka. Spatio-temporal reconstruction of substance dynamics using compressed sensing in multi-spectral magnetic resonance spectroscopic imaging. Expert Systems with Applications. 2023. 232. 120744-120744
Utako Yamamoto, Megumi Nakao, Masayuki Ohzeki, Junko Tokuno, Toyofumi Fengshi Chen-Yoshikawa, Tetsuya Matsuda. Kernel-based framework to estimate deformations of pneumothorax lung using relative position of anatomical landmarks. Expert Systems with Applications. 2021. 183. 115288-115288
Yamamoto Utako, Nakao Megumi, Ohzeki Masayuki, Tokuno Junko, Yoshikawa Toyofumi, Matsuda Tetsuya. Deformation Estimation of Deflated Lung using Kernel Method based on the Relative Position of Some Landmarks. Transactions of the Institute of Systems, Control and Information Engineers. 2020. 33. 4. 123-127
Utako Yamamoto, Hirohiko Imai, Kei Sano, Masayuki Ohzeki, Tetsuya Matsuda, Toshiyuki Tanaka. Improving Time Resolution in the Imaging of Metabolic Dynamics using Compressed Sensing from 3D Heteronuclear Multiple Quantum Coherence. Proceedings of The International Society for Magnetic Resonance in Medicine 26 (2019). 2018. 1289
Utako Yamamoto, Nozomi Mashima, Tomoyuki Hiroyasu. Evaluating Working Memory Capacity with Functional Near-infrared Spectroscopy Measurement of Brain Activity. Journal of Cognitive Enhancement. 2018. 2. 3. 217-224

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MISC (31)：

Yamamoto Utako, Nakao Megumi, Ohzeki Masayuki, Tokuno Junko, Yoshikawa Toyofumi, Matsuda Tetsuya. Kernel-based framework to estimate deformations of pneumothorax lung using anatomical landmarks. Transactions of Japanese Society for Medical and Biological Engineering. 2021. Annual59. Abstract. 515-515
U. Yamamoto, H. Imai, K. Sano, M. Ohzeki, T. Matsuda, T. Tanaka. Improvement of temporal resolution for patio-temporal reconstruction using compressed sensing in 2D 1H-13C HMQC MRSI. 第46回日本磁気共鳴医学会大会. 2018. O1-118
山本詩子. 日本生体医工学会平成二十九年度各賞受賞者紹介. 生体医工学. 2018. 56. 3. 81-86
Utako Yamamoto, Megumi Nakao, Masayuki Ohzeki, Tetsuya Matsuda. Deformation estimation of an elastic object by partial observation using a neural network. arXiv. 2017. cs.CV. 1711.10157
U. Yamamoto, H. Imai, K. Sano, M. Ohzeki, T. Matsuda, T. Tanaka. Time-series reconstruction using compressed sensing with ADMM in 2D magnetic resonance spectroscopic imaging. International Meeting on "High-Dimensional Data-Driven Science" (HD3-2017). 2017. Poster9

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Lectures and oral presentations (9)：

Application of Q-Adam to deep neural network for deformation estimation of elastic object
(7th Adiabatic Quantum Computing Conference 2018, AQC-18 2018)
Application of concept of quantum annealing to deep neural network for deformation estimation of elastic object
(Quantum Machine Learning and Biomimetic Quantum Technologies 2018)
Time-series Reconstruction using Compressed Sensing in 2D 1H-13C Heteronuclear Multiple Quantum Coherence MRSI
(The 45th Annual Meeting of the Japanese Society of Magnetic Resonance in Medicine 2017)
Time-series reconstruction using compressed sensing with ADMM in 3D magnetic resonance spectroscopic imaging
(International Meeting on High-Dimensional Data-Driven Science (HD3-2018) 2017)
Estimation of elastic deformation by partial observation with kernel method
(The 56th conference of the Japanese Society for Medical and Biological Engineering 2017)

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Awards (3)：

2018/06 - Japanese Society for Medical Engineering Abe Research Award for Young Scientists
2018/03 - Japanese Society for Magnetic Resonance in Medicine ISMRM Travel Award
2011/09 - The International Federation for Medical and Biological Engineering IFMBE Young Investigator Competition (First Prize in Poster Session)

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