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

CB Yang, SH Kim, YJ Lim - Clinical Endoscopy, 2022 - synapse.koreamed.org
… 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 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
… the examination (eg, endoscopic resection, need for endoscopic surveillance) and to assist
… on algorithms that have been developed to provide information regarding gastric lesions, in …

[HTML][HTML] Artificial intelligence in gastrointestinal endoscopy

R Pannala, K Krishnan, J Melson, MA Parsi… - VideoGIE, 2020 - Elsevier
… that refers to the development and application of computer algorithms that can perform … GI
endoscopy. This document reviews the currently reported applications of AI in 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
endoscopic imaging techniques have been developed, … gastric cancer, Kubota et al.14
developed a CAD system using a back-propagation neural network algorithm on endoscopic

[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 …

Artificial intelligence in endoscopy

Y Okagawa, S Abe, M Yamada, I Oda… - Digestive Diseases and …, 2022 - Springer
… DL involves multiple-layered neural network algorithms which … continue to develop and have
an impact on GI endoscopy in … comprehensive overview of AI in GI endoscopy. The aim is to …

[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
… established risk factor for the development of gastroduodenal ulcers and gastric cancer.
AI-based … A neural network algorithm for detection of GI angiectasia during small-bowel capsule …

Artificial intelligence in gastrointestinal endoscopy: general overview

AE Hajjar, JF Rey - Chinese medical journal, 2020 - mednexus.org
… computer algorithms, machines have got AI and human-brain like functions. AI proved
considerable efficiency and reliability in GI endoscopy though it still needs more development for …

[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
… [61], researchers developed a CNN trained on 149 gastrointestinal endoscopy images and
… continue to expand as computational power and algorithms improve. As the field evolves, a …

Application of artificial intelligence in gastrointestinal endoscopy

YS He, JR Su, Z Li, XL Zuo, YQ Li - Journal of digestive …, 2019 - Wiley Online Library
… With the development of endoscopic techniques, such as … and feasibility studies, while
late-stage product development … power and the advance of DL algorithms, we are confident that AI-…