Software for enhanced video capsule endoscopy: challenges for essential progress

DK Iakovidis, A Koulaouzidis - Nature Reviews Gastroenterology & …, 2015 - nature.com
Video capsule endoscopy (VCE) has revolutionized the diagnostic work-up in the field of
small bowel diseases. Furthermore, VCE has the potential to become the leading screening …

Computer-aided detection of bleeding regions for capsule endoscopy images

B Li, MQH Meng - IEEE Transactions on biomedical …, 2009 - ieeexplore.ieee.org
Capsule endoscopy (CE) has been widely used to diagnose diseases in human digestive
tract. However, a tough problem of this new technology is that too many images to be …

Texture analysis for ulcer detection in capsule endoscopy images

B Li, MQH Meng - Image and Vision computing, 2009 - Elsevier
Capsule endoscopy (CE) has gradually seen its wide application in hospitals in the last few
years because it can view the entire small bowel without invasiveness. However, CE …

Overview of technical solutions and assessment of clinical usefulness of capsule endoscopy

R Koprowski - Biomedical engineering online, 2015 - Springer
The paper presents an overview of endoscopic capsules with particular emphasis on
technical aspects. It indicates common problems in capsule endoscopy such as:(1) limited …

Texture and color based image segmentation and pathology detection in capsule endoscopy videos

P Szczypiński, A Klepaczko, M Pazurek… - Computer methods and …, 2014 - Elsevier
This paper presents an in-depth study of several approaches to exploratory analysis of
wireless capsule endoscopy images (WCE). It is demonstrated that versatile texture and …

Wireless capsule endoscopy color video segmentation

M Mackiewicz, J Berens… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
This paper describes the use of color image analysis to automatically discriminate between
oesophagus, stomach, small intestine, and colon tissue in wireless capsule endoscopy …

Computer-based detection of bleeding and ulcer in wireless capsule endoscopy images by chromaticity moments

B Li, MQH Meng - Computers in biology and medicine, 2009 - Elsevier
The wireless capsule endoscopy (WCE) invented by Given Imaging has been gradually
used in hospitals due to its great breakthrough that it can view the entire small bowel for …

Classifying digestive organs in wireless capsule endoscopy images based on deep convolutional neural network

Y Zou, L Li, Y Wang, J Yu, Y Li… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
This paper studies the classification problem of the digestive organs in wireless capsule
endoscopy (WCE) images based on deep convolutional neural network (DCNN) framework …

A hybrid convolutional neural networks with extreme learning machine for WCE image classification

J Yu, J Chen, ZQ Xiang, YX Zou - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
Wireless Capsule Endoscopy (WCE) is considered as a promising technology for non-
invasive gastrointestinal disease examination. This paper studies the classification problem …

Computer-aided small bowel tumor detection for capsule endoscopy

B Li, MQH Meng, JYW Lau - Artificial intelligence in medicine, 2011 - Elsevier
OBJECTIVE: Capsule endoscopy is useful in the diagnosis of small bowel diseases.
However, the large number of images produced in each test is a tedious task for physicians …