Transformer-based disease identification for small-scale imbalanced capsule endoscopy dataset
Vision Transformer (ViT) is emerging as a new leader in computer vision with its outstanding
performance in many tasks (eg, ImageNet-22k, JFT-300M). However, the success of ViT …
performance in many tasks (eg, ImageNet-22k, JFT-300M). However, the success of ViT …
Computer-Aided Bleeding Detection Algorithms for Capsule Endoscopy: A Systematic Review
Capsule endoscopy (CE) is a widely used medical imaging tool for the diagnosis of
gastrointestinal tract abnormalities like bleeding. However, CE captures a huge number of …
gastrointestinal tract abnormalities like bleeding. However, CE captures a huge number of …
Modified salp swarm algorithm with deep learning based gastrointestinal tract disease classification on endoscopic images
Nowadays, the analysis of gastrointestinal (GI) tract disease utilzing endoscopic image
classification becomes an active research activity from the biomedical sector. The latest …
classification becomes an active research activity from the biomedical sector. The latest …
Review of Deep Learning Performance in Wireless Capsule Endoscopy Images for GI Disease Classification
TT Habe, K Haataja, P Toivanen - F1000Research, 2024 - f1000research.com
Wireless capsule endoscopy is a non-invasive medical imaging modality used for
diagnosing and monitoring digestive tract diseases. However, the analysis of images …
diagnosing and monitoring digestive tract diseases. However, the analysis of images …
Classification of wireless capsule endoscopy images for bleeding using deep features fusion
Wireless Capsule Endoscopy (WCE) is used to detect various anomalies in the
gastrointestinal (GI) tract like ulcers, bleeding, tumor and polyps in a discrete way. Since, it …
gastrointestinal (GI) tract like ulcers, bleeding, tumor and polyps in a discrete way. Since, it …
CNN-based Classification over Wireless Capsule Endoscopy Bleeding Images
S Goel, A kumar Shah - 2022 Second International Conference …, 2022 - ieeexplore.ieee.org
To examine GI diseases and take painless images of the gut, wireless capsule endoscopy
(WCE) is a useful technique. However, various issues, including effectiveness, tolerance …
(WCE) is a useful technique. However, various issues, including effectiveness, tolerance …