Publication Name	World Journal of Gastrointestinal Oncology
Manuscript ID	37181
Country	Japan

Received	2017-11-19 07:35
Peer-Review Started	2017-11-20 02:09
To Make the First Decision	2017-12-01 07:24
Return for Revision	2017-12-01 08:23
Revised	2017-12-05 00:57
Second Decision	2017-12-08 10:57
Accepted by Journal Editor-in-Chief
Accepted by Executive Editor-in-Chief	2017-12-13 18:12
Articles in Press	2017-12-13 18:12
Publication Fee Transferred
Edit the Manuscript by Language Editor
Typeset the Manuscript	2018-01-08 14:19
Publish the Manuscript Online	2018-02-08 07:51

ISSN	1948-5204 (online)
Open Access	This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/
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Category	Oncology
Manuscript Type	Retrospective Study
Article Title	Preliminary study of automatic gastric cancer risk classification from photofluorography
Manuscript Source	Unsolicited Manuscript
All Author List	Ren Togo, Kenta Ishihara, Katsuhiro Mabe, Harufumi Oizumi, Takahiro Ogawa, Mototsugu Kato, Naoya Sakamoto, Shigemi Nakajima, Masahiro Asaka and Miki Haseyama
ORCID	Author(s) ORCID Number Ren Togo http://orcid.org/0000-0002-4474-3995 Kenta Ishihara http://orcid.org/0000-0001-9658-2030 Katsuhiro Mabe http://orcid.org/0000-0003-1461-230X Harufumi Oizumi http://orcid.org/0000-0002-6203-7293 Takahiro Ogawa http://orcid.org/0000-0001-5332-8112 Mototsugu Kato http://orcid.org/0000-0001-7913-8384 Naoya Sakamoto http://orcid.org/0000-0003-0061-059X Shigemi Nakajima http://orcid.org/0000-0003-1386-0985 Masahiro Asaka http://orcid.org/0000-0001-7768-3434 Miki Haseyama http://orcid.org/0000-0003-1496-1761
Funding Agency and Grant Number	Funding Agency Grant Number JSPS KAKENHI Grant JP17H01744
Corresponding Author	Katsuhiro Mabe, MD, PhD, Chief Doctor, Doctor, Doctor, Department of Gastroenterology, National Hospital Organization Hakodate Hospital, 18-16, Kawahara-cho, Hakodate 041-8512, Japan. kmabe@hnh.hosp.go.jp
Key Words	Gastric cancer; Helicobacter pylori; Mass screening; Automatic data processing; Photofluorography
Core Tip	We developed an automatic gastric cancer risk classification system that analyzes X-ray images as a preliminary study. To evaluate the effectiveness of our system, we performed a retrospective analysis of patients who underwent photofluorography　and ABC (D) stratification by blood inspection. From the experimental results, we found that machine learning techniques might have a potential for extracting additional gastric cancer risk information. The collaborative use of image-based risk information and ABC (D) stratification will provide more reliable gastric cancer risk information.
Publish Date	2018-02-08 07:51
Citation	Togo R, Ishihara K, Mabe K, Oizumi H, Ogawa T, Kato M, Sakamoto N, Nakajima S, Asaka M, Haseyama M. Preliminary study of automatic gastric cancer risk classification from photofluorography. World J Gastrointest Oncol 2018; 10(2): 62-70
URL	http://www.wjgnet.com/1948-5204/full/v10/i2/62.htm
DOI	http://dx.doi.org/10.4251/wjgo.v10.i2.62

Full Article (PDF)	WJGO-10-62.pdf
Full Article (Word)	WJGO-10-62.doc
Manuscript File	37181-Review.docx
Answering Reviewers	37181-Answering reviewers.pdf
Audio Core Tip	37181-Audio core tip.mp3
Biostatistics Review Certificate	37181-Biostatistics statement.pdf
Conflict-of-Interest Disclosure Form	37181-Conflict-of-interest statement.pdf
Copyright License Agreement	37181-Copyright assignment.pdf
Approved Grant Application Form(s) or Funding Agency Copy of any Approval Document(s)	37181-Grant application form(s).pdf
Signed Informed Consent Form(s) or Document(s)	37181-Informed consent statement.pdf
Institutional Review Board Approval Form or Document	37181-Institutional review board statement.pdf
Non-Native Speakers of English Editing Certificate	37181-Language certificate.pdf
Peer-review Report	37181-Peer-review(s).pdf
Scientific Misconduct Check	37181-Scientific misconduct check.pdf
Scientific Editor Work List	37181-Scientific editor work list.pdf