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 …

[PDF][PDF] Feature Extraction and Classification Techniques for Wireless Endoscopy Images: A Review.

N Eregowda, D Pruthviraja - Revue d'Intelligence Artificielle, 2023 - researchgate.net
Wireless Capsule Endoscopy (WCE) is one of the convenient ways to observe human
digestive system, like esophagus, stomach, duodenum, small intestine, large intestine, liver …

Abnormality detection for capsule endoscope images based on support vector machines

IK Timotius, SG Miaou, EB Valdeavilla… - … : Applications, Basis and …, 2012 - World Scientific
Wireless capsule endoscopy (WCE) represents a significant technical breakthrough for the
investigation of intestines. It can be used to examine entire section of the intestines …

[HTML][HTML] Detection of small bowel tumor in wireless capsule endoscopy images using an adaptive neuro-fuzzy inference system

M Alizadeh, OH Maghsoudi, K Sharzehi… - Journal of biomedical …, 2017 - ncbi.nlm.nih.gov
Automatic diagnosis tool helps physicians to evaluate capsule endoscopic examinations
faster and more accurate. The purpose of this study was to evaluate the validity and …

Artificial Intelligence-based Diagnostic Analysis for Wireless Capsule Endoscopy in Obscure Bowel Disease Detection: A Potential

E Saxena, M Yadav, M Yadav, P Shoran - Proceedings of the 4th …, 2022 - dl.acm.org
Wireless Capsule Endoscopy (WCE) has become one of the most practiced techniques in
gastrointestinal (GI) tract disease detection. WCE is expecting to benefit more if …

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 …

A survey on contemporary computer-aided tumor, polyp, and ulcer detection methods in wireless capsule endoscopy imaging

T Rahim, MA Usman, SY Shin - Computerized Medical Imaging and …, 2020 - Elsevier
Wireless capsule endoscopy (WCE) is a process in which a patient swallows a camera-
embedded pill-shaped device that passes through the gastrointestinal (GI) tract, captures …

[PDF][PDF] Wireless capsule endoscopy image classification model to detect gastro intestinal tract diseases using visual words based on feature fusion

R Ponnusamy - Int J Future Gener Commun Netw, 2020 - researchgate.net
This work emphasis on Gastrointestinal (GI) disease diagnosis using Wireless Capsule
Endoscopy (WCE) images. The recent researches in medical field are widely based on …

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 …

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 …