Artificial intelligence and colon capsule endoscopy: Automatic detection of ulcers and erosions using a convolutional neural network

T Ribeiro, M Mascarenhas, J Afonso… - Journal of …, 2022 - Wiley Online Library
Abstract Background and Aim Colon capsule endoscopy (CCE) has become a minimally
invasive alternative for conventional colonoscopy. Nevertheless, each CCE exam produces …

[HTML][HTML] Deep learning and colon capsule endoscopy: automatic detection of blood and colonic mucosal lesions using a convolutional neural network

M Mascarenhas, T Ribeiro, J Afonso… - Endoscopy …, 2022 - thieme-connect.com
Background and study aims Colon capsule endoscopy (CCE) is a minimally invasive
alternative to conventional colonoscopy. However, CCE produces long videos, making its …

Artificial intelligence and colon capsule endoscopy: development of an automated diagnostic system of protruding lesions in colon capsule endoscopy

MM Saraiva, JPS Ferreira, H Cardoso, J Afonso… - Techniques in …, 2021 - Springer
Background Colon capsule endoscopy (CCE) is a minimally invasive alternative for patients
unwilling to undergo conventional colonoscopy, or for whom the latter exam is …

Artificial intelligence in colon capsule endoscopy—a systematic review

S Moen, FER Vuik, EJ Kuipers, MCW Spaander - Diagnostics, 2022 - mdpi.com
Background and aims: The applicability of colon capsule endoscopy in daily practice is
limited by the accompanying labor-intensive reviewing time and the risk of inter-observer …

Automated detection of ulcers and erosions in capsule endoscopy images using a convolutional neural network

J Afonso, MM Saraiva, JPS Ferreira, H Cardoso… - Medical & Biological …, 2022 - Springer
Capsule endoscopy (CE) is an important tool in the management of patients with known or
suspected inflammatory bowel disease. Ulcers and erosions of the enteric mucosa are …

Performance of a deep learning system for automatic diagnosis of protruding lesions in colon capsule endoscopy

M Mascarenhas, J Afonso, T Ribeiro, H Cardoso… - Diagnostics, 2022 - mdpi.com
Background: Colon capsule endoscopy (CCE) is an alternative for patients unwilling or with
contraindications for conventional colonoscopy. Colorectal cancer screening may benefit …

Artificial intelligence and colon capsule endoscopy: automatic detection of blood in colon capsule endoscopy using a convolutional neural network

MM Saraiva, JPS Ferreira, H Cardoso… - Endoscopy …, 2021 - thieme-connect.com
Colon capsule endoscopy (CCE) is a minimally invasive alternative to conventional
colonoscopy. Most studies on CCE focus on colorectal neoplasia detection. The …

Automated evaluation of colon capsule endoscopic severity of ulcerative colitis using ResNet50

N Higuchi, H Hiraga, Y Sasaki, N Hiraga, S Igarashi… - PLoS …, 2022 - journals.plos.org
Capsule endoscopy has been widely used as a non-invasive diagnostic tool for small or
large intestinal lesions. In recent years, automated lesion detection systems using machine …

Automatic detection of colorectal neoplasia in wireless colon capsule endoscopic images using a deep convolutional neural network

A Yamada, R Niikura, K Otani, T Aoki, K Koike - Endoscopy, 2021 - thieme-connect.com
Background Although colorectal neoplasms are the most common abnormalities found in
colon capsule endoscopy (CCE), no computer-aided detection method is yet available. We …

Design of a Convolutional Neural Network as a Deep Learning Tool for the Automatic Classification of Small-Bowel Cleansing in Capsule Endoscopy

T Ribeiro, MJ Mascarenhas Saraiva, J Afonso… - Medicina, 2023 - mdpi.com
Background and objectives: Capsule endoscopy (CE) is a non-invasive method to inspect
the small bowel that, like other enteroscopy methods, requires adequate small-bowel …