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

Research output: Contribution to journal › Article › peer-review

12 Citations (Scopus)

Abstract

Giemsa

Original language	English
Article number	e06331
Journal	Heliyon
Volume	7
Issue number	2
DOIs	https://doi.org/10.1016/j.heliyon.2021.e06331
Publication status	Published - 02-2021

All Science Journal Classification (ASJC) codes

General

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10.1016/j.heliyon.2021.e06331

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@article{f38ab02aef644fa1a384ef0c5baa10ba,

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

abstract = "Giemsa",

keywords = "Cycle-consistent generative adversarial network, Deep learning, Giemsa stain, Papanicolaou stain, Translation",

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 = "Publisher Copyright: {\textcopyright} 2021 The Author(s)",

year = "2021",

month = feb,

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

language = "English",

volume = "7",

journal = "Heliyon",

issn = "2405-8440",

publisher = "Elsevier Ltd",

number = "2",

}

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

PY - 2021/2

Y1 - 2021/2

N2 - Giemsa

AB - Giemsa

KW - Cycle-consistent generative adversarial network

KW - Deep learning

KW - Giemsa stain

KW - Papanicolaou stain

KW - Translation

UR - https://www.scopus.com/pages/publications/85101378017

UR - https://www.scopus.com/pages/publications/85101378017#tab=citedBy

U2 - 10.1016/j.heliyon.2021.e06331

DO - 10.1016/j.heliyon.2021.e06331

M3 - Article

AN - SCOPUS:85101378017

SN - 2405-8440

VL - 7

JO - Heliyon

JF - Heliyon

IS - 2

M1 - e06331

ER -

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

Abstract

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