Artificial intelligence and deep learning for small bowel capsule endoscopy

R Trasolini, MF Byrne - Digestive Endoscopy, 2021 - Wiley Online Library
Capsule endoscopy is ideally suited to artificial intelligence‐based interpretation given its
reliance on pattern recognition in still images. Time saving viewing modes and lesion …

[HTML][HTML] Artificial intelligence in capsule endoscopy: A practical guide to its past and future challenges

SH Kim, YJ Lim - Diagnostics, 2021 - mdpi.com
Artificial intelligence (AI) has revolutionized the medical diagnostic process of various
diseases. Since the manual reading of capsule endoscopy videos is a time-intensive, error …

Artificial intelligence in small bowel capsule endoscopy‐current status, challenges and future promise

X Dray, D Iakovidis, C Houdeville… - Journal of …, 2021 - Wiley Online Library
Neural network‐based solutions are under development to alleviate physicians from the
tedious task of small‐bowel capsule endoscopy reviewing. Computer‐assisted detection is a …

[HTML][HTML] Artificial intelligence and capsule endoscopy: unravelling the future

M Mascarenhas, J Afonso, P Andrade… - Annals of …, 2021 - ncbi.nlm.nih.gov
The applicability of artificial intelligence (AI) in gastroenterology is a hot topic because of its
disruptive nature. Capsule endoscopy plays an important role in several areas of digestive …

[HTML][HTML] Role of artificial intelligence in video capsule endoscopy

I Tziortziotis, FM Laskaratos, S Coda - Diagnostics, 2021 - mdpi.com
Capsule endoscopy (CE) has been increasingly utilised in recent years as a minimally
invasive tool to investigate the whole gastrointestinal (GI) tract and a range of capsules are …

[HTML][HTML] Application of artificial intelligence in capsule endoscopy: where are we now?

Y Hwang, J Park, YJ Lim, HJ Chun - Clinical endoscopy, 2018 - synapse.koreamed.org
Unlike wired endoscopy, capsule endoscopy requires additional time for a clinical specialist
to review the operation and examine the lesions. To reduce the tedious review time and …

[HTML][HTML] The Future of Minimally Invasive Capsule Panendoscopy: Robotic Precision, Wireless Imaging and AI-Driven Insights

M Mascarenhas, M Martins, J Afonso, T Ribeiro… - Cancers, 2023 - mdpi.com
Simple Summary The exponential growth in artificial intelligence development, particularly
its application in capsule endoscopy, serves as a compelling model for gastroenterologists …

[HTML][HTML] The future of capsule endoscopy: The role of artificial intelligence and other technical advancements

YJ Yang - Clinical endoscopy, 2020 - synapse.koreamed.org
Capsule endoscopy has revolutionized the management of small-bowel diseases owing to
its convenience and noninvasiveness. Capsule endoscopy is a common method for the …

Key research questions for implementation of artificial intelligence in capsule endoscopy

R Leenhardt, A Koulaouzidis… - Therapeutic …, 2022 - journals.sagepub.com
Background: Artificial intelligence (AI) is rapidly infiltrating multiple areas in medicine, with
gastrointestinal endoscopy paving the way in both research and clinical applications …

Gastroenterologist-level identification of small-bowel diseases and normal variants by capsule endoscopy using a deep-learning model

Z Ding, H Shi, H Zhang, L Meng, M Fan, C Han… - Gastroenterology, 2019 - Elsevier
Background & Aims Capsule endoscopy has revolutionized investigation of the small bowel.
However, this technique produces a video that is 8–10 hours long, so analysis is time …