Artificial intelligence in gastrointestinal endoscopy: general overview

AE Hajjar, JF Rey - Chinese medical journal, 2020 - mednexus.org
… With the incessant advances in information technology and its implications in all domains of
our life, artificial intelligence (AI) algorithms started to emerge as a need for a better machine …

[HTML][HTML] Preparation of image databases for artificial intelligence algorithm development in gastrointestinal endoscopy

CB Yang, SH Kim, YJ Lim - Clinical Endoscopy, 2022 - ncbi.nlm.nih.gov
… In this summary, we reviewed state-of-the-art AI in the field of gastrointestinal endoscopy and
… for algorithm development. Keywords: Artificial intelligence, Deep learning, Gastrointestinal

[HTML][HTML] Artificial intelligence in gastrointestinal endoscopy

R Pannala, K Krishnan, J Melson, MA Parsi… - VideoGIE, 2020 - Elsevier
… in gastroenterology, especially in the realm of GI endoscopy, … the use of algorithms to analyze
endoscopic images and detect … forms of AI to varied clinical problems within GI endoscopy. …

Artificial intelligence and upper gastrointestinal endoscopy: Current status and future perspective

Y Mori, S Kudo, HEN Mohmed, M Misawa… - … endoscopy, 2019 - Wiley Online Library
… to CAD for upper gastrointestinal endoscopy from the … gastric cancer, Kubota et al.14
developed a CAD system using a back-propagation neural network algorithm on endoscopic

Artificial intelligence for upper gastrointestinal endoscopy: a roadmap from technology development to clinical practice

F Renna, M Martins, A Neto, A Cunha, D Libânio… - Diagnostics, 2022 - mdpi.com
… scenario, artificial intelligence (AI) … endoscopic patterns from UGIE video data. This work
presents a review of the current state-of-the-art algorithms in the application of AI to gastroscopy. …

Artificial intelligence in endoscopy

Y Okagawa, S Abe, M Yamada, I Oda… - Digestive Diseases and …, 2022 - Springer
… been developed which include concepts such as artificial neural … DL involves multiple-layered
neural network algorithms … in gastrointestinal endoscopy such as the Japan Endoscopy

[HTML][HTML] Artificial intelligence in gastrointestinal endoscopy: a comprehensive review

H Ali, MA Muzammil, DS Dahiya, F Ali… - … of Gastroenterology, 2024 - ncbi.nlm.nih.gov
… (CADe) algorithms. Their role was to … algorithms to pinpoint deviations from “normal” tissue,
presenting them to the interpreter. In GI endoscopy, the processing speed of CAD algorithms

[HTML][HTML] Methodology to develop machine learning algorithms to improve performance in gastrointestinal endoscopy

T De Lange, P Halvorsen, M Riegler - … journal of gastroenterology, 2018 - ncbi.nlm.nih.gov
artificial intelligence and recent developments in computer hardware have enabled the narrower
area of machine learning … various factors; optimizing algorithms, image database quality …

[HTML][HTML] Evolving role of artificial intelligence in gastrointestinal endoscopy

G Parasher, M Wong, M Rawat - World journal of gastroenterology, 2020 - ncbi.nlm.nih.gov
gastrointestinal endoscopy field involves endoscopic diagnoses and prognostication of
various digestive … A neural network algorithm for detection of GI angiectasia during small-bowel …

[HTML][HTML] Artificial intelligence in gastrointestinal endoscopy: The future is almost here

M Alagappan, JRG Brown, Y Mori… - … of gastrointestinal …, 2018 - ncbi.nlm.nih.gov
… Applications of artificial intelligence techniques, specifically machine learning and more
recently deep learning, are beginning to emerge in gastrointestinal endoscopy. The most …