Measurement of DNA length on video of fluorescence microscope by pix2pix trained by molecular dynamics simulation-Reference-Cited by-同舟云学术

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Measurement of DNA length on video of fluorescence microscope by pix2pix trained by molecular dynamics simulation

Published:2023 Issue:1 Volume:10 Page:172-181
ISSN:2188-5303
Container-title:Journal of Advanced Simulation in Science and Engineering
language:en
Short-container-title:JASSE

Author:

Saito Seiki¹,Kobashi Ayumi¹,Miura Haruto¹,Nakamura Hiroaki²,Kenmotsu Takahiro³,Oya Yasuhisa⁴,Hatano Yuji⁵

Affiliation:

1. Department of Information and Electronics, Yamagata University

2. Department of Helical Plasma Research, National Institute for Fusion Science

3. Department of Biomedical Engineering, Doshisha University

4. Division of Radioscience, Shizuoka University

5. Hydrogen Isotope Research Center, University of Toyama

Publisher

Japan Society for Simulation Technology

Subject

General Engineering

Link

https://www.jstage.jst.go.jp/article/jasse/10/1/10_172/_pdf

Reference7 articles.

1. [1] S. Saito, H. Nakamura, T. Kenmotsu, Y. Oya, Y. Hatano, Y. Tamura, S. Fujiwara, H. Ohtani: Image processing method for automatic measurement of number of DNA breaks, J. Adv. Simulat. Sci. Eng. 8:2 (2021), 173.

2. [2] P. Isola, J. Y. Zhu, T. Zhou, A. A. Efros: Image-to-Image Translation with Conditional Adversarial Networks, arXiv preprint arXiv: 1611.07004 (2016).

3. [3] H. Nakamura, H. Miyanishi, T. Yasunaga, S. Fujiwara, T. Mizuguchi , A. Nakata, T. Miyazaki, T. Otsuka, T. Kenmotsu, Y. Hatano, S. Saito: Molecular dynamics study on DNA damage by tritium disintegration, Jpn. J. Appl. Phys., 59 (2020), SAAE01.

4. [4] K. Chenoweth, A. C. T. van Duin, W. A. Goddard: ReaxFF Reactive Force Field for Molecular Dynamics Simulations of Hydrocarbon Oxidation, J. Phys. Chem. A, 112-5 (2008), 1040/1053.

5. [5] C. T. Adri, D. Siddharth, L. Francois and G. A. William: ReaxFF: a reactive force field for hydrocarbons, J. Phys. Chem. A, 105 (2001), 9396.

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