[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
… have enabled the narrower area of machine learning to equip clinicians with … gastrointestinal
(GI) endoscopy because it is a cornerstone for diagnosis and treatment of diseases of the GI

Machine learning in GI endoscopy: practical guidance in how to interpret a novel field

F van der Sommen, J de Groof, M Struyvenberg… - Gut, 2020 - gut.bmj.com
Machine learning algorithms can be applied to assist in the interpretation of medical
imagery, often referred to as computer-aided detection (CADe) and computer-aided diagnosis (…

[HTML][HTML] Overview of deep learning in gastrointestinal endoscopy

JK Min, MS Kwak, JM Cha - Gut and liver, 2019 - ncbi.nlm.nih.gov
intelligence on gastroenterology with a special focus on automatic diagnosis, based on
endoscopic … Diagnostic assessment of deep learning algorithms for detection of lymph node …

[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
deep learning, will lead to the near-term availability of clinically relevant applications in
gastrointestinal endoscopy, … expand as computational power and algorithms improve. As the field …

Using machinelearning algorithms to identify patients at high risk of upper gastrointestinal lesions for endoscopy

Y Liu, D Lin, L Li, Y Chen, J Wen… - … of gastroenterology …, 2021 - Wiley Online Library
Machinelearning algorithms can accurately and reliably predict the risk of UGI lesions based
… with high risk of UGI lesions and stratifying patients for necessary endoscopic screening. …

Deep learning in gastrointestinal endoscopy

V Patel, D Armstrong, MP Ganguli… - Critical Reviews™ in …, 2016 - dl.begellhouse.com
… support that is important for endoscopic diagnosis, which has … of machine learning, and more
particularly, deep learning for … of applying deep learning algorithms to endoscopic imaging. …

Deep learning analyzes Helicobacter pylori infection by upper gastrointestinal endoscopy images

T Itoh, H Kawahira, H Nakashima… - Endoscopy international …, 2018 - thieme-connect.com
… is a machine-learning algorithm similar to deep learning, capable of recognizing specific
features of gastric endoscopy … was to detect HP infection early, thus preventing gastric cancer. …

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

Y Mori, S Kudo, HEN Mohmed, M Misawa… - … endoscopy, 2019 - Wiley Online Library
… relating to CAD for upper gastrointestinal endoscopy from the perspective of endoscopists
… Illustrative model of the deep learning algorithm. The algorithm approximates complex non-…

[HTML][HTML] Artificial intelligence in gastrointestinal endoscopy

R Pannala, K Krishnan, J Melson, MA Parsi… - VideoGIE, 2020 - Elsevier
… such as machine learning, deep learning, artificial intelligence, … networks, GI endoscopy,
and endoscopic image analysis. … Machine learning (ML) refers to AI in which the algorithm, …

[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
deep learning technology has been used to identify, differentiate catalog images in several
medical fields including gastrointestinal endoscopy… teaching computer algorithms to learn …