Classification of gastrointestinal diseases of stomach from WCE using improved saliency-based method and discriminant features selection

MA Khan, M Rashid, M Sharif, K Javed… - Multimedia Tools and …, 2019 - Springer
Wireless capsule endoscopy (WCE) is a new imaging procedure that is used to record
internal conditions of gastrointestinal tract for medical diagnosis. However, due to the …

Feature selection and classification of ulcerated lesions using statistical analysis for WCE images

S Suman, FA Hussin, AS Malik, SH Ho, I Hilmi… - Applied Sciences, 2017 - mdpi.com
Wireless capsule endoscopy (WCE) is a technology developed to inspect the whole
gastrointestinal tract (especially the small bowel area that is unreachable using the …

Computer‐aided diagnosis system for ulcer detection in wireless capsule endoscopy images

S Charfi, M El Ansari, I Balasingham - IET Image Processing, 2019 - Wiley Online Library
Wireless capsule endoscopy (WCE) has revolutionised the diagnosis and treatment of
gastrointestinal tract, especially the small intestine which is unreachable by traditional …

Multi‐scale analysis of ulcer disease detection from wce images

M Souaidi, ME Ansari - IET Image Processing, 2019 - Wiley Online Library
Wireless capsule endoscopy (WCE) proves its robustness as a great technology to examine
the entire digestive tract or the small intestine. An automatic computer‐aided design method …

Automated ulcer and bleeding classification from WCE images using multiple features fusion and selection

A Liaqat, MA Khan, JH Shah, M Sharif… - Journal of Mechanics …, 2018 - World Scientific
In the area of medical imaging and computer vision, automatic diagnosis of ulcer and
bleeding from wireless capsule endoscopy images has been an active research domain. It …

A new method for ulcer detection in endoscopic images

NE Koshy, VP Gopi - 2015 2nd International Conference on …, 2015 - ieeexplore.ieee.org
The entire visualization of GastroIntestinal (GI) tract is not possible with conventional
endoscopic exams. Wireless Capsule Endoscopy (WCE) is a low risk, painless, noninvasive …

Computer-aided diagnosis system for colon abnormalities detection in wireless capsule endoscopy images

S Charfi, ME Ansari - Multimedia Tools and Applications, 2018 - Springer
Wireless capsule endoscopy (WCE) is a novel imaging technique that can travel through
human body and image the small bowel entirely. Therefore, it has been gradually adopted …

Multi-scale completed local binary patterns for ulcer detection in wireless capsule endoscopy images

M Souaidi, AA Abdelouahed, M El Ansari - Multimedia Tools and …, 2019 - Springer
This paper deals with ulcer abnormalities detection of small bowel, from wireless capsule
endoscopy images (WCE). We propose a multi-scale approach based on completed local …

Gastrointestinal tract disease segmentation and classification in wireless capsule endoscopy using intelligent deep learning model

V Raut, R Gunjan, VV Shete… - Computer Methods in …, 2023 - Taylor & Francis
This work provides a novel segmentation and classification of diseases from the GI tract
using WCE images. First, the input WCE images are collected from the KID Atlas data set …

Capsule endoscopy image analysis using texture information from various colour models

VS Charisis, LJ Hadjileontiadis, CN Liatsos… - Computer methods and …, 2012 - Elsevier
Wireless capsule endoscopy (WCE) is a novel imaging technique that is gradually gaining
ground as it enables the non-invasive and efficacious visualization of the digestive track …