Xu W, Liu Y, Lu Z, Jin ZD, Hu YH, Yu JG, Li ZS. A new endoscopic ultrasonography image processing method to evaluate the prognosis for pancreatic cancer treated with interstitial brachytherapy. World J Gastroenterol 2013; 19(38): 6479-6484 [PMID: 24151368 DOI: 10.3748/wjg.v19.i38.6479]
Corresponding Author of This Article
Zhao-Shen Li, Professor, Department of Gastroenterology, Changhai Hospital, Second Military Medical University, 168 Changhai Road, Yangpu District, Shanghai 200433, China. xuwei83419@sina.com
Research Domain of This Article
Gastroenterology & Hepatology
Article-Type of This Article
Brief Article
Open-Access Policy of This Article
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/
World J Gastroenterol. Oct 14, 2013; 19(38): 6479-6484 Published online Oct 14, 2013. doi: 10.3748/wjg.v19.i38.6479
A new endoscopic ultrasonography image processing method to evaluate the prognosis for pancreatic cancer treated with interstitial brachytherapy
Wei Xu, Yan Liu, Zheng Lu, Zhen-Dong Jin, Yu-Hong Hu, Jian-Guo Yu, Zhao-Shen Li
Wei Xu, Zheng Lu, Zhen-Dong Jin, Yu-Hong Hu, Zhao-Shen Li, Department of Gastroenterology, Changhai Hospital, Second Military Medical University, Shanghai 200433, China
Yan Liu, Department of Gastroenterology, 307 Hospital of the Chinese People’s Liberation Army, Beijing 100071, China
Jian-Guo Yu, Department of Electronic Engineering, Information Science and Engineering School, Fudan University, Shanghai 200433, China
Author contributions: Xu W, Liu Y and Lu Z contributed equally to this paper; Liu Y and Li ZS designed the research; Xu W, Liu Y, Lu Z, Jin ZD, Hu YH and Yu JG performed the research; Xu W, Liu Y and Lu Z analyzed the data; Xu W, Liu Y and Lu Z wrote the paper.
Supported by The National Natural Science Foundation of China, No. 30801362 and 81001074
Correspondence to: Zhao-Shen Li, Professor, Department of Gastroenterology, Changhai Hospital, Second Military Medical University, 168 Changhai Road, Yangpu District, Shanghai 200433, China. xuwei83419@sina.com
Telephone: +86-21-81873241 Fax: +86-21-55620081
Received: July 10, 2013 Revised: August 28, 2013 Accepted: September 4, 2013 Published online: October 14, 2013 Processing time: 97 Days and 16.5 Hours
Core Tip
Core tip: Digital image processing (DIP) of endoscopic ultrasonography (EUS) images has been proven to be useful in diagnosis of malignant tumor. Currently commonly used method of DIP is only to concludes the differential diagnosis of solid tumors (“yes” or “no”), can not provide the numerical data describing the texture parameters in the EUS image. EUS-guided brachytherapy has been applied preliminarily in the study of advanced pancreatic cancer. However, prognosis judgment of these patients was still difficult. So we develop a fuzzy classification method to score texture features of pancreatic cancer in EUS images to supply more information and validated its utility in prognosis judgment of patients with unresectable pancreatic cancer treated by EUS-guided interstitial brachytherapy.
