Analysis of Endoscopy Video Using Machine Learning Techniques

SS Saraf, GR Udupi, SD Hajare - Journal of Medical Imaging …, 2012 - ingentaconnect.com
Upper Gastro-Intestinal (GI) Endoscopy is used to observe the organs esophagus, stomach
and duodenum. With the push endoscopy the video length is short with the quality of video …

[PDF][PDF] Wireless capsule endoscopy video segmentation using support vector classifiers and hidden markov models

M Mackiewicz, J Berens, M Fisher - … Conference Medical Image …, 2006 - researchgate.net
Wireless Capsule Endoscopy is a colour imaging technology that enables close
examination of the interior of the entire small intestine. In this paper we present a method of …

Wireless capsule endoscopy and endoscopic imaging: A survey on various methodologies presented

A Karargyris, N Bourbakis - IEEE Engineering in medicine and …, 2010 - ieeexplore.ieee.org
The purpose of this study was to serve as a reference for further research improvements and
to address the current level of maturity of each methodology from its maximum capabilities …

[PDF][PDF] Wireless capsule endoscopy segmentation using global-constrained hidden markov model and image registration

Y Wan, P Duraisamy, M Alam… - International J. of …, 2013 - ahadvisionlab.com
This paper describes about analysis of wireless capsule endoscopy (WCE) using pattern
recognition and statistical analysis. Specifically, we introduce a novel approach to …

Automatic informative tissue's discriminators in WCE

O HajiMaghsoudi, A Talebpour… - … on Imaging Systems …, 2012 - ieeexplore.ieee.org
Wireless capsule endoscopy (WCE) is a new device which investigates the entire
gastrointestinal (GI) and especially small bowel. About 55000 frames are recorded in an …

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 …

Stomach, intestine, and colon tissue discriminators for wireless capsule endoscopy images

J Berens, M Mackiewicz, D Bell - Medical Imaging 2005 …, 2005 - spiedigitallibrary.org
Wireless Capsule Endoscopy (WCE) is a new colour imaging technology that enables close
examination of the interior of the entire small intestine. Typically, the WCE operates for~ 8 …

Detection of small colon bleeding in wireless capsule endoscopy videos

MA Usman, GB Satrya, MR Usman, SY Shin - … Medical Imaging and …, 2016 - Elsevier
In the recent years, wireless capsule endoscopy (WCE) technology has played a very
important role in diagnosing diseases within the gastro intestinal (GI) tract of human beings …

Image classifiers in endoscopy for detection of malignancy in gastro intestinal tract

KVM Prashanth, V Vani - International Journal of Image …, 2017 - search.proquest.com
Abstract Wireless Capsule Endoscopy (WCE) is one of the methods for examination of
gastrointestinal (GI) disorders such as obscure GI bleeding, Crohns disease, polyps etc …

Automatic classification of digestive organs in wireless capsule endoscopy videos

J Lee, JH Oh, SK Shah, X Yuan, SJ Tang - Proceedings of the 2007 ACM …, 2007 - dl.acm.org
Wireless Capsule Endoscopy (WCE) allows a physician to examine the entire small intestine
without any surgical operation. With the miniaturization of wireless and camera technologies …