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Presentation<\/h3>\n

2024<\/h3>

[30]<\/span><\/strong>Koji Tabata, Hiroyuki Kawagoe, Toshiki Kubo, James N. Taylor, Kentaro Mochizuki, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita, Tamiki Komatsuzaki
Fast and accurate discrimination high-speed Raman imaging combined with multi-armed bandit algorithm in reinforcement learning<\/strong><\/dt>

Proc. SPIE 12853, High-Speed Biomedical Imaging and Spectroscopy IX(3.12-3.12 ,2024) 3<\/strong>, 12<\/dd>

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[29]<\/span><\/strong>Koji Tabata, Hiroyuki Kawagoe, Toshiki Kubo, James N. Taylor, Kentaro Mochizuki, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita, Tamiki Komatsuzaki
Fast and accurate discrimination high-speed Raman imaging combined with multi-armed bandit algorithm in reinforcement learning<\/strong><\/dt>

SPIE Photonics West(1.27-2.1 ,2024), The Moscone Center, San Francisco, California, USA 1<\/strong>, 28 (Oral) <\/dd>

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[28]<\/span><\/strong>Toshiki Kubo, Koji Tabata, Hiroyuki Kawagoe, James Taylor, Jean-Emmanuel Clement, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita, Tamiki Komatsuzaki
On-the-fly slit-scanning confocal Raman microscope guaranteeing the accuracy of discrimination<\/strong><\/dt>

SPIE Photonics West(1.27-2.1 ,2024), The Moscone Center, San Francisco, California, USA 1<\/strong>, 27 (Invited, Oral) <\/dd>

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2023<\/h3>

[27]<\/span><\/strong>Ryoya Kondo, J. Nicholas Taylor, Yuta Mizuno, Jean-Emmanuel Clement, Katsumasa Fujita, Yoshinori Harada, Tamiki Komatsuzaki
Use of Spatial Chemical Heterogeneity for Raman Histology: An Information Theoretical Analysis<\/strong><\/dt>

The 24th RIES-HOKUDAI International Symposium(12.6-12.7 ,2023), Akira Suzuki Hall, Sapporo 12<\/strong>, 6 (Poster) <\/dd>

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[26]<\/span><\/strong>Ryoya Kondo, James Nicholas Taylor, Yuta Mizuno, Jean-Emmanuel Clement, Katsumasa Fujita, Yoshinori Harada, Tamiki Komatsuzaki\t
Raman Histology: Information Theoretical Evaluation of Disease State Based on Chemical-Spatial Information<\/strong><\/dt>

Biomedical Raman Imaging 2023(6.25-6.27 ,2023), Emory University, Atlanta, Georgia, USA 6<\/strong>, 25-26 (Poster) <\/dd>

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2022<\/h3>

[25]<\/span><\/strong>Jean-Emmanuel Clement, Zannatul Ferdous, James Nicholas Taylor, Koji Tabata, Yoshinori Harada, Masami Tsuda, Shinya Tanaka, Jian Ping Gong, Katsumasa Fujita, Tamiki Komatsuzaki
Gaussian Weighted Background Correction for Raman images<\/strong><\/dt>

19th European Conference on the Spectroscopy of Biological Molecules(8.29-9.1 ,2022), University of Reims Champagne-Ardenne, Reims, France 8<\/strong>, 31 (Oral) <\/dd>

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[24]<\/span><\/strong>Tamiki Komatsuzaki, Koji Tabata, Hiroyuki Kawagoe, James Nicholas Taylor, Kentaro Mochizuki, Toshiki Kubo, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita
On-the-fly Raman image microscopy by reinforcement machine learning<\/strong><\/dt>

SPIE Photonics Europe 2022(4.3-4.7 ,2022), Palais de la Musique et des Congr\u00e8s, Strasbourg, France 4<\/strong>, 5 (Invited, Oral) <\/dd>

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2021<\/h3>

[23]<\/span><\/strong>Zannatul Ferdous, Jean-Emmanuel Clement, James Nicholas Taylor, Koji Tabata, Yoshinori Harada, Masami Tsuda, Shinya Tanaka, Jian Ping Gong, Katsumasa Fujita, Tamiki Komatsuzaki
Gaussian Weighted Background Correction Scheme for Hyperspectral Raman Data Preprocessing<\/strong><\/dt>

The 22nd RIES-HOKUDAI International Symposium(12.6-12.7 ,2021), Online 12<\/strong>, 6 (Poster) <\/dd>

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[22]<\/span><\/strong>Tamiki Komatsuzaki\t, Koji Tabata, Hiroyuki Kawagoe, James Nicholas Taylor\t, Kentaro Mochizuki\t, Jean-Emmanuel Clement\t\t, Yasuaki Kumamoto\t, Atsuyoshi Nakamura\t, Yoshinori Harada\t, Katsumasa Fujita\t
On-the-fly Raman image microscopy by reinforcement machine learning<\/strong><\/dt>

FACSS SciX 2021(9.26-10.1 ,2021), Rhode Island Convention Center, Providence, RI, USA 9<\/strong>, 30 (Invited, Oral) <\/dd>

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2020<\/h3>

[21]<\/span><\/strong>Abdul Halim Bhuiyan, Jean-emmanuel Cl\u00e9ment, Kentaro Mochizuki, James Nick Taylor, Koji Tabata, Yuta Mizuno, Atsuyoshi Nakamura, Yoshinori Harada, Katsumasa Fujita, Tamiki Komatsuzaki
To classify Raman spectra using Deep Learning Approach<\/strong><\/dt>

The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12<\/strong>, 10 (Poster) <\/dd>

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[20]<\/span><\/strong>Ryoya Kondo, James N Taylor, Jean-emmanuel Cl\u00e9ment, Yuta Mizuno, Katsumasa Fujita, Yoshinori Harada, Tamiki Komatsuzaki
Classification of Spectra in Raman Microscopic Image by Chemical Heterogeneity<\/strong><\/dt>

The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12<\/strong>, 10 (Poster) <\/dd>

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2019<\/h3>

[19]<\/span><\/strong>Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Yasuaki Kumamoto, Hideo Tanaka, Yoshinori Harada, Tamiki Komatsuzaki
Raman Microscopic Histology using Ensemble Learning for Non-alcoholic Fatty Liver Disease<\/strong><\/dt>

The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12<\/strong>, 2 (Poster) <\/dd>

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[18]<\/span><\/strong>J. Nicholas Taylor, Kentaro Mochizuki, Kosuke Hashimoto, Yasuaki Kumamoto, Yoshinori Harada, Katsumasa Fujita, Tamiki Komatsuzaki
High Resolution Raman Microscopic Detection of Follicular Thyroid Cancer Cells with Unsupervised Machine Learning<\/strong><\/dt>

The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12<\/strong>, 2 (Poster) <\/dd>

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[17]<\/span><\/strong>Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Yasuaki Kumamoto, Hideo Tanaka, Yoshinori Harada, Tamiki Komatsuzaki
Raman Hyperspectral Image Analysis Using Ensemble Learning for Non-alcoholic Fatty Liver Disease<\/strong><\/dt>

Biomedical Raman Imaging 2019(11.24-11.26 ,2019), Icho Kaikan, Suita Campus, Osaka University, Osaka, Japan 11<\/strong>, 25 (oral) <\/dd>

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2018<\/h3>

[16]<\/span><\/strong>J. Nicholas Taylor, Kentaro Mochizuki, Katsumasa Fujita, Tamiki Komatsuzaki
Data-Driven Analysis of Raman Microscopic Images of Human Follicular Thyroid Cells<\/strong><\/dt>

The 19th RIES-HOKUDAI International Symposium(12.11-12.12 ,2018), Jozankei View Hotel, Sapporo, Hokkaido 12<\/strong>, 11 (Poster) <\/dd>

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[15]<\/span><\/strong>Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Yasuaki Kumamoto, Hideo Tanaka, Yoshinori Harada, Tamiki Komatsuzaki
Information-theoretical Approaches to Raman Microscopic Images to Predict Non-alcoholic Fatty Liver Disease<\/strong><\/dt>

The 19th RIES-HOKUDAI International Symposium(12.11-12.12 ,2018), Jozankei View Hotel, Sapporo, Hokkaido 12<\/strong>, 11 (Poster) <\/dd>

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2017<\/h3>

[14]<\/span><\/strong>J. Nicholas Taylor, Tamiki Komatsuzaki
Apparent Nonequilibrium Behavior in Single-Molecule FRET Time-Series Induced by Photophysics<\/strong><\/dt>

The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11<\/strong>, 30 (Poster) <\/dd>

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[13]<\/span><\/strong>Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Yauaki Kumamoto, Hideo Tanaka, Yoshinori Harada, Tamiki Komatsuzaki
Raman Microscopic Image Analysis based on Information-theoretic Approach<\/strong><\/dt>

The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11<\/strong>, 30 (Poster) <\/dd>

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2016<\/h3>

[12]<\/span><\/strong>J.N. Taylor, Chun-Biu Li, Katsumasa Fujita, Tamiki Komatsuzaki
Data-Driven Approaches to Raman Microscopic Image Analysis<\/strong><\/dt>

The 17th RIES-Hokudai International Symposium(12.13-12.14 ,2016), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 12<\/strong>, 13 (Poster) <\/dd>

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[11]<\/span><\/strong>J. Nick Taylor, Almar F. Palonpon, Chun Biu Li, Katsumasa Fujita, Tamiki Komatsuzaki
Data-driven quantification of heterogeneous microenvironments in live-cell Raman microscopic images<\/strong><\/dt>

The Biophysical Society 2016 BPS Annual Meeting(2.27-3.2 ,2016), Los Angeles Convention Center, Los Angeles, USA 2<\/strong>, 27 (oral) <\/dd>

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<\/p>\n\n

2015<\/h3>

[10]<\/span><\/strong>Nick Taylor, Almar F. Palonpon, Chun Biu Li, Katsumasa Fujita, Tamiki Komatsuzaki
Data-driven quantification of heterogeneous microenvironments in live-cell Raman microscopic images<\/strong><\/dt>

Symposium #121 Deciphering molecular complexity from protein functions to cellular network (The 2015 International Chemical Congress of Pacific Basin Societies)(12.15-12.16 ,2015), Convention Center, Hawaii, USA 12<\/strong>, 16 (oral) <\/dd>

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[9]<\/span><\/strong>Nick Taylor, Chun Biu Li, David R. Cooper, Christy F. Landes, Tamiki Komatsuzaki
Error-based Extraction of States and Energy Landscapes from Experimental Single-Molecule Time-Series<\/strong><\/dt>

The Complexity of Dynamics Kinetics from Single Molecules to Cells(6.14-6.18 ,2015), Telluride Elementary School, Telluride, CO, U.S. 6<\/strong>, 18 (Oral) <\/dd>

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[8]<\/span><\/strong>B. Shuang, D. Cooper, J. N. Taylor, L. Kisley, Chen, W. Wang, C.-B. Li, T. Komatsuzaki, C. F. Landes
Fast Step Transition and State Identification (STaSI) for Discrete Single-Molecule Data Analysis<\/strong><\/dt>

2015 Oil & Gas High Performance Computing Workshop(3.4-3.5 ,2015), BioScience Research Collaborative (BRC) Building, Rice University, Houston, USA 3<\/strong>, 5 (poster) <\/dd>

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<\/p>\n\n

[7]<\/span><\/strong>Bo Shuang, David Cooper, J. Nick Taylor, Lydia Kisley, Jixin Chen, Wenxiao Wang, Chun Biu Li, Tamiki Komatsuzaki, Chrisy Landes
Fast Step Transition and State Identification (STaSI) for Discrete Single-Molecule Data Analysis<\/strong><\/dt>

The 2015 Quantitative BioImaging Conference(1.7-1.9 ,2015), Institut Pasteur, Paris, France (poster) <\/dd>

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<\/p>\n\n

2014<\/h3>

[6]<\/span><\/strong>J.N. Taylor, Chun Biu Li, David R. Cooper, Christy F. Landes, Tamiki Komatsuzaki
Error-based Extraction of Effective Free Energy Landscapes from Experimental Single-Molecule Time-Series<\/strong><\/dt>

The 15th Ries-Hokudai International Symposium \u97ff[hibiki](12.16-12.17 ,2014), CH\u00c2TERAIS\u00c9 Gateaux Kingdom SAPPORO, Sapporo, Hokkaido 12<\/strong>, 16 (poster) <\/dd>

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<\/p>\n\n

[5]<\/span><\/strong>Nick Taylor
Extracting Free Energy Landscapes from Noisy Single-Molecule<\/strong><\/dt>

Workshop \"What kinds of dynamical feature can we extract from data?\"(8.27-8.28 ,2014), Niseko town center, Niseko, Hokkaido 8<\/strong>, 27 (oral) <\/dd>

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<\/p>\n\n

[4]<\/span><\/strong>Nick Taylor
Error-based Extraction of Effective Free Energy Landscapes from Experimental Single-Molecule Time-Series<\/strong><\/dt>

Macromolecular dynamics: structure, function and diseases(6.15-7.11 ,2014), Kavli Institute for Theoretical Physics China, Beijing, China 7<\/strong>, 3 (oral) <\/dd>

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<\/p>\n\n

[3]<\/span><\/strong>Nick Taylor
Error-based Extraction of Effective Free Energy Landscapes from Experimental Single-Molecule Time-Series<\/strong><\/dt>

ICBP 8th IUPAP international conference on biological physics(6.15-7.11 ,2014), Kavli Institute for Theoretical Physics China, Beijing, China 6<\/strong>, 21 (oral) <\/dd>

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2013<\/h3>

[2]<\/span><\/strong>J. N. Taylor, Chun Biu Li, Shinnosuke Kawai, Tamiki Komatsuzaki
An Information-Theoretical Approach to Local Equilibrium State Analysis for Single-Molecule Time-Series<\/strong><\/dt>

The 14th RIES-HOKUDAI International Symposium \u7db2[mou](12. 11-12. 12 ,2013), CH\u00c2TERAIS\u00c9 Gateaux Kingdom SAPPORO, Sapporo, Japan 12<\/strong>, 11 (poster) <\/dd>

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<\/p>\n\n

[1]<\/span><\/strong>James N. Taylor, Shinnosuke Kawai, Chun Biu Li, Tamiki Komatsuzaki
Let Systems Tell for themselves: Energy Landscape and Complex Network<\/strong><\/dt>

G3meeting,Academia Sinica(10.21-10.23 ,2013), Taipei, Taiwan<\/dd>

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<\/p>\n\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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