Mutual stain conversion between Giemsa and Papanicolaou in cytological images using cycle generative adversarial network

Atsushi Teramoto; Ayumi Yamada; Tetsuya Tsukamoto; Yuka Kiriyama; Eiko Sakurai; Kazuya Shiogama; Ayano Michiba; Kazuyoshi Imaizumi; Kuniaki Saito; Hiroshi Fujita

doi:10.1016/j.heliyon.2021.e06331

Mutual stain conversion between Giemsa and Papanicolaou in cytological images using cycle generative adversarial network

Atsushi Teramoto, Ayumi Yamada, Tetsuya Tsukamoto, Yuka Kiriyama, Eiko Sakurai, Kazuya Shiogama, Ayano Michiba, Kazuyoshi Imaizumi, Kuniaki Saito, Hiroshi Fujita

研究成果: Article › 査読

抄録

Giemsa stain, Papanicolaou stain, translation, cycle-consistent generative adversarial network, deep learning

本文言語	English
論文番号	e06331
ジャーナル	Heliyon
巻	7
号	2
DOI	https://doi.org/10.1016/j.heliyon.2021.e06331
出版ステータス	Published - 02-2021

All Science Journal Classification (ASJC) codes

一般

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10.1016/j.heliyon.2021.e06331

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title = "Mutual stain conversion between Giemsa and Papanicolaou in cytological images using cycle generative adversarial network",

abstract = "Giemsa stain, Papanicolaou stain, translation, cycle-consistent generative adversarial network, deep learning",

author = "Atsushi Teramoto and Ayumi Yamada and Tetsuya Tsukamoto and Yuka Kiriyama and Eiko Sakurai and Kazuya Shiogama and Ayano Michiba and Kazuyoshi Imaizumi and Kuniaki Saito and Hiroshi Fujita",

note = "Funding Information: This research was partially supported by a Grant-in Aid for scientific research (No. 20K08060 ) from the Ministry of Education, Culture, Sports, Science and Technology, Japan . There was no additional external funding received for this study. Publisher Copyright: {\textcopyright} 2021 The Author(s)",

year = "2021",

month = feb,

doi = "10.1016/j.heliyon.2021.e06331",

language = "English",

volume = "7",

journal = "Heliyon",

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Mutual stain conversion between Giemsa and Papanicolaou in cytological images using cycle generative adversarial network. / Teramoto, Atsushi ; Yamada, Ayumi ; Tsukamoto, Tetsuya; Kiriyama, Yuka; Sakurai, Eiko; Shiogama, Kazuya; Michiba, Ayano; Imaizumi, Kazuyoshi ; Saito, Kuniaki; Fujita, Hiroshi.

In: Heliyon, Vol. 7, No. 2, e06331, 02.2021.

研究成果: Article › 査読

TY - JOUR

T1 - Mutual stain conversion between Giemsa and Papanicolaou in cytological images using cycle generative adversarial network

AU - Teramoto, Atsushi

AU - Yamada, Ayumi

AU - Tsukamoto, Tetsuya

AU - Kiriyama, Yuka

AU - Sakurai, Eiko

AU - Shiogama, Kazuya

AU - Michiba, Ayano

AU - Imaizumi, Kazuyoshi

AU - Saito, Kuniaki

AU - Fujita, Hiroshi

N1 - Funding Information: This research was partially supported by a Grant-in Aid for scientific research (No. 20K08060 ) from the Ministry of Education, Culture, Sports, Science and Technology, Japan . There was no additional external funding received for this study. Publisher Copyright: © 2021 The Author(s)

PY - 2021/2

Y1 - 2021/2

N2 - Giemsa stain, Papanicolaou stain, translation, cycle-consistent generative adversarial network, deep learning

AB - Giemsa stain, Papanicolaou stain, translation, cycle-consistent generative adversarial network, deep learning

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U2 - 10.1016/j.heliyon.2021.e06331

DO - 10.1016/j.heliyon.2021.e06331

M3 - Article

AN - SCOPUS:85101378017

VL - 7

JO - Heliyon

JF - Heliyon

SN - 2405-8440

IS - 2

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Mutual stain conversion between Giemsa and Papanicolaou in cytological images using cycle generative adversarial network

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