Prof. Atsuyoshi Nakamura Profile

Prof. Atsuyoshi Nakamura

at Hokkaido Univ

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Author

Publications (4)

Proceedings Article | 13 March 2024 Presentation

On-the-fly slit-scanning confocal Raman microscope guaranteeing the accuracy of discrimination

Toshiki Kubo, Koji Tabata, Hiroyuki Kawagoe, James Nicholas Taylor, Jean-Emmanuel Clement, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita, Tamiki Komatsuzaki

Proceedings Volume PC12839, PC128390D (2024) https://doi.org/10.1117/12.3001684

KEYWORDS: Raman spectroscopy, Confocal microscopy, Biological samples, Microscopes, Polymethylmethacrylate, Cancer, Liver, Cancer detection, Adipose tissue, Tissues

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Proceedings Article | 12 March 2024 Presentation + Paper

Fast and accurate discrimination high-speed Raman imaging combined with multi-armed bandit algorithm in reinforcement learning

Koji Tabata, Hiroyuki Kawagoe, Toshiki Kubo, James Taylor, Kentaro Mochizuki, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita, Tamiki Komatsuzaki

Proceedings Volume 12853, 128530A (2024) https://doi.org/10.1117/12.3002689

KEYWORDS: Raman spectroscopy, Light sources and illumination, Machine learning, Medical research, Random forests, Microscopy, Microscopes, Engineering, Diagnostics, Decision trees

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Proceedings Article | 20 September 2023 Paper

High-speed Raman spectroscopic diagnosis guaranteeing accuracy by reinforcement learning

Toshiki Kubo, Koji Tabata, Hiroyuki Kawagoe, James Taylor, Kentaro Mochizuki, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita, Tamiki Komatsuzaki

Proceedings Volume 12608, 126081A (2023) https://doi.org/10.1117/12.3007934

KEYWORDS: Raman spectroscopy, Microscopy, Machine learning, Spectroscopy, Light sources and illumination, Raman scattering, Medical research, Thyroid, Microscopes, Engineering

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Proceedings Article | 30 May 2022 Presentation

On-the-fly Raman image microscopy by reinforcement machine learning

Tamiki Komatsuzaki, Koji Tabata, Hiroyuki Kawagoe, James Nicholas Taylor, Kentaro Mochizuki, Toshiki Kubo, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita

Proceedings Volume PC12144, PC121440B (2022) https://doi.org/10.1117/12.2622529

KEYWORDS: Raman spectroscopy, Microscopes, Microscopy, Algorithm development, Machine learning, Error analysis, Cancer, Statistical analysis, Signal to noise ratio, Signal detection

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