Prof. Tamiki Komatsuzaki Profile

Prof. Tamiki Komatsuzaki

at Hokkaido Univ

SPIE Involvement:

Conference Program Committee | Author

Proceedings Article | 13 March 2024 Poster

Development of information theoretic analysis to quantify information specific to Raman images

Ryoya Kondo, Yuta Mizuno, Jean-Emmanuel Clement, Kentaro Mochizuki, Katsumasa Fujita, Yoshinori Harada, Tamiki Komatsuzaki

Proceedings Volume PC12839, PC128390W (2024) https://doi.org/10.1117/12.3002493

KEYWORDS: Raman spectroscopy, Liver, Diseases and disorders, Imaging spectroscopy, Chemical analysis, Spectroscopy, Chemical species, Visualization, Tissues, Reflection

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

Read Abstract +

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

Read Abstract +

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

Read Abstract +

Proceedings Article | 16 March 2023 Paper

On-the-fly Raman microscopy guaranteeing the accuracy of diagnosis by reinforcement learning

Tamiki Komatsuzaki

Proceedings Volume 12390, 1239003 (2023) https://doi.org/10.1117/12.2652139

KEYWORDS: Raman spectroscopy, Microscopes, Machine learning, Light sources and illumination, Microscopy, Thyroid, Design and modelling, Diagnostics, Cancer, Algorithm development

Read Abstract +

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

Read Abstract +

Showing 5 of 6 publications

Conference Committee Involvement (3)

High-Throughput Biophotonics: Imaging, Spectroscopy, and Beyond X

25 January 2025 | San Francisco, California, United States

Data Science for Photonics and Biophotonics

10 April 2024 | Strasbourg, France

High-Speed Biomedical Imaging and Spectroscopy IX

27 January 2024 | San Francisco, California, United States

Keywords/Phrases

Search In:

Publication Years