Deep learning for wireless capsule endoscopy: a systematic review and meta-analysis

S Soffer, E Klang, O Shimon, N Nachmias… - Gastrointestinal …, 2020 - Elsevier
Background and Aims Deep learning is an innovative algorithm based on neural networks.
Wireless capsule endoscopy (WCE) is considered the criterion standard for detecting small …

Deep learning for polyp recognition in wireless capsule endoscopy images

Y Yuan, MQH Meng - Medical physics, 2017 - Wiley Online Library
Purpose Wireless capsule endoscopy (WCE) enables physicians to examine the digestive
tract without any surgical operations, at the cost of a large volume of images to be analyzed …

Clinical practice guideline for enteroscopy

H Yamamoto, H Ogata, T Matsumoto… - Digestive …, 2017 - Wiley Online Library
Management of small bowel diseases has evolved since the advent of capsule endoscopy
(CE) and balloon‐assisted enteroscopy (BAE). One of the most common indications for …

Computer-aided bleeding detection in WCE video

Y Fu, W Zhang, M Mandal… - IEEE journal of …, 2013 - ieeexplore.ieee.org
Wireless capsule endoscopy (WCE) can directly take digital images in the gastrointestinal
tract of a patient. It has opened a new chapter in small intestine examination. However, a …

Bleeding frame and region detection in the wireless capsule endoscopy video

Y Yuan, B Li, MQH Meng - IEEE journal of biomedical and …, 2015 - ieeexplore.ieee.org
Wireless capsule endoscopy (WCE) enables noninvasive and painless direct visual
inspection of a patient's whole digestive tract, but at the price of long time reviewing large …

Saliency based ulcer detection for wireless capsule endoscopy diagnosis

Y Yuan, J Wang, B Li, MQH Meng - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Ulcer is one of the most common symptoms of many serious diseases in the human
digestive tract. Especially for the ulcers in the small bowel where other procedures cannot …

WCE abnormality detection based on saliency and adaptive locality-constrained linear coding

Y Yuan, B Li, MQH Meng - IEEE Transactions on Automation …, 2016 - ieeexplore.ieee.org
Wireless capsule endoscopy (WCE) has become a widely used diagnostic technique for the
digestive tract, at the price of a large volume of data that needs to be analyzed. To tackle this …

Recurrent generative adversarial networks for unsupervised WCE video summarization

L Lan, C Ye - Knowledge-Based Systems, 2021 - Elsevier
Wireless capsule endoscopy (WCE) produces amounts of redundant images in one
examination, which is very laborious and time-consuming for a physician to review these. It …

First clinical trial of a newly developed capsule endoscope with panoramic side view for small bowel: a pilot study

K Friedrich, S Gehrke, W Stremmel… - … of gastroenterology and …, 2013 - Wiley Online Library
Abstract Background and Study Aims Capsule endoscopy is the first‐line diagnostic
technique for the small bowel. However, the inability to visualize the duodenal papilla is an …

A comparative analysis of optimization algorithms for gastrointestinal abnormalities recognition and classification based on ensemble XcepNet23 and ResNet18 …

J Naz, MI Sharif, MI Sharif, S Kadry, HT Rauf… - Biomedicines, 2023 - mdpi.com
Esophagitis, cancerous growths, bleeding, and ulcers are typical symptoms of
gastrointestinal disorders, which account for a significant portion of human mortality. For …