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 …
suspected inflammatory bowel disease. Ulcers and erosions of the enteric mucosa are …
Development and evaluation of a deep learning model to improve the usability of polyp detection systems during interventions
M Brand, J Troya, A Krenzer… - United European …, 2022 - Wiley Online Library
Background The efficiency of artificial intelligence as computer‐aided detection (CADe)
systems for colorectal polyps has been demonstrated in several randomized trials. However …
systems for colorectal polyps has been demonstrated in several randomized trials. However …
Artificial intelligence and colonoscopy: Current status and future perspectives
Background and Aim Application of artificial intelligence in medicine is now attracting
substantial attention. In the field of gastrointestinal endoscopy, computer‐aided diagnosis …
substantial attention. In the field of gastrointestinal endoscopy, computer‐aided diagnosis …
[HTML][HTML] Artificial intelligence and inflammatory bowel disease: Where are we going?
L Da Rio, M Spadaccini, TL Parigi… - World Journal of …, 2023 - ncbi.nlm.nih.gov
Inflammatory bowel diseases, namely ulcerative colitis and Crohn's disease, are chronic and
relapsing conditions that pose a growing burden on healthcare systems worldwide. Because …
relapsing conditions that pose a growing burden on healthcare systems worldwide. Because …
Artificial intelligence-aided colonoscopy for polyp detection: a systematic review and meta-analysis of randomized clinical trials
Y Zhang, X Zhang, Q Wu, C Gu… - … of Laparoendoscopic & …, 2021 - liebertpub.com
Background: This study aimed to compare artificial intelligence (AI)-aided colonoscopy with
conventional colonoscopy for polyp detection. Methods: A systematic literature search was …
conventional colonoscopy for polyp detection. Methods: A systematic literature search was …
[HTML][HTML] Deploying automated machine learning for computer vision projects: a brief introduction for endoscopists
N Mahajan, E Holzwanger, JG Brown, TM Berzin - VideoGIE, 2023 - Elsevier
Artificial intelligence (AI) and machine learning (ML) will play a growing role in
gastroenterology. Computer-aided polyp detection is an early example of the how AI/ML can …
gastroenterology. Computer-aided polyp detection is an early example of the how AI/ML can …
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 …
invasive alternative for conventional colonoscopy. Nevertheless, each CCE exam produces …