Recent developments in wireless capsule endoscopy imaging: Compression and summarization techniques

B Sushma, P Aparna - Computers in Biology and Medicine, 2022 - Elsevier
Wireless capsule endoscopy (WCE) can be viewed as an innovative technology introduced
in the medical domain to directly visualize the digestive system using a battery-powered …

A shallow extraction of texture features for classification of abnormal video endoscopy frames

H Ali, M Sharif, M Yasmin, MH Rehmani - Biomedical Signal Processing …, 2022 - Elsevier
Automated analysis of the gastric lesions in endoscopy videos is a challenging task and
dynamics of the gastrointestinal environment make it even more difficult. In computer-aided …

Wireless capsule endoscopy multiclass classification using three-dimensional deep convolutional neural network model

M Bordbar, MS Helfroush, H Danyali… - BioMedical Engineering …, 2023 - Springer
Background Wireless capsule endoscopy (WCE) is a patient-friendly and non-invasive
technology that scans the whole of the gastrointestinal tract, including difficult-to-access …

Impact of distance measures on partition-based clustering method—an empirical investigation

RK Prasad, S Chakraborty, R Sarmah - International Journal of Information …, 2023 - Springer
Distance-based clustering methods usually employ Euclidean distance as the proximity
measure. This paper first identifies the best among some partition-based clustering methods …

Design and development of artificial intelligence‐based application programming interface for early detection and diagnosis of colorectal cancer from wireless capsule …

J Selvaraj, AK Jayanthy - International Journal of Imaging …, 2024 - Wiley Online Library
The colorectal cancer (CRC) is gaining attention in the context of gastrointestinal tract
diseases as it ranks third among the most prevalent type of cancer. The early diagnosis of …

Reduction of video capsule endoscopy reading times using deep learning with small data

H Morera, R Warman, A Anudu, C Uche… - Algorithms, 2022 - mdpi.com
Video capsule endoscopy (VCE) is an innovation that has revolutionized care within the field
of gastroenterology, but the time needed to read the studies generated has often been cited …

Performance analysis of convolutional neural network architectures over wireless capsule endoscopy dataset

P Kaur, R Kumar - Bulletin of Electrical Engineering and Informatics, 2024 - beei.org
Wireless capsule endoscopy is one of the diagnostic methods used to record the video of
the gastrointestinal tract. The endoscopy capsule stays in the digestive system for at least …

Wireless Capsule Endoscopy Video Summarization using Transfer Learning and Random Forests

P Kaur, R Kumar - … Journal of Advanced Computer Science and …, 2023 - search.proquest.com
Abstract Wireless Capsule Endoscopy (WCE) is a diagnostic technique for identifying
gastrointestinal diseases and abnormalities. Gastroenterologists face a considerable …

Wireless Capsule Endoscopy Multiclass Classification Using 3D Deep CNN Model

M Bordbar, MS Helfroush, H Danyali, F Ejtehadi - 2023 - researchsquare.com
Wireless capsule endoscopy (WCE) is a patient-friendly and non-invasive technology that
scans the whole of the gastrointestinal tract, including difficult-to-access regions like the …

Social-Media Video Summarization Using Convolutional Neural Network and Kohnen's Self Organizing Map

S Kashid, LK Awasthi, K Kumar, P Saini - International Conference on …, 2023 - Springer
Video Summarisation (VS) techniques provide concise representations of original videos.
This research presents a novel approach to extracting keyframes based on Convolutional …