Artificial intelligence in inflammatory bowel disease endoscopy: advanced development and new horizons

Y Chang, Z Wang, HB Sun, YQ Li… - Gastroenterology …, 2023 - Wiley Online Library
… computational intelligence, gene sequencing, intelligent … of AI technology to gastrointestinal
endoscopy is increasing rapidly… algorithms have been developed to assist in gastroscopy. ML…

Adding artificial intelligence to gastrointestinal endoscopy

TM Berzin, EJ Topol - The Lancet, 2020 - thelancet.com
… be annotated to develop and refine most AI algorithms. Medical … Endoscopy research groups
are only beginning to develop … , which could help accelerate AI development in this area. …

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

SH Kim, YJ Lim - Diagnostics, 2021 - mdpi.com
… The development process of artificial intelligence algorithms consists of three stages: …
Among them, the tuning step is an optimization process that adjusts the algorithm’s …

Artificial intelligence research and development for application in video capsule endoscopy

P Sullivan, S Gupta, PD Powers… - Gastrointestinal …, 2021 - giendo.theclinics.com
Research into the development of artificial intelligence (AI) applications for medicine has
expanded rapidly over the past decade, and AI is increasingly accepted and widely used in …

Real-time use of artificial intelligence for diagnosing early gastric cancer by magnifying image-enhanced endoscopy: a multicenter diagnostic study (with videos)

X He, L Wu, Z Dong, D Gong, X Jiang, H Zhang… - Gastrointestinal …, 2022 - Elsevier
Background and Aims Endoscopy is a pivotal method for detecting early gastric cancer (EGC).
However, skill among endoscopists varies greatly. Here, we proposed a deep learning–…

Application of artificial intelligence to gastroenterology and hepatology

C Le Berre, WJ Sandborn, S Aridhi, MD Devignes… - Gastroenterology, 2020 - Elsevier
endoscopy with or without assistance of AI-based algorithms. … quality metrics for
gastrointestinal endoscopy (cecal … extending the scope of application of AI in gastroenterology. …

Weakly supervised end-to-end artificial intelligence in gastrointestinal endoscopy

L Buendgens, D Cifci, N Ghaffari Laleh… - Scientific Reports, 2022 - nature.com
… AI has led to several clinically approved algorithms for polyp detection, but application of
AI beyond this specific task is limited by the high cost of manual annotations. Here, we show …

Artificial intelligence using convolutional neural networks for real-time detection of early esophageal neoplasia in Barrett's esophagus (with video)

R Hashimoto, J Requa, T Dao, A Ninh, E Tran… - Gastrointestinal …, 2020 - Elsevier
… We developed an object detection algorithm that drew … In this pilot study, our artificial
intelligence model was able to … In addition, the object detection algorithm was able to draw a …

Artificial intelligence in gastrointestinal endoscopy: how intelligent can it get?

K Ragunath - The Lancet Oncology, 2019 - thelancet.com
endoscopy operates on three basic principles: detection, delineation, and characterisation.
Whatever aid we develop in diagnostic endoscopy, it should … software algorithms, endoscopic

Colon capsule endoscopy versus CT colonography after incomplete colonoscopy. Application of artificial intelligence algorithms to identify complete colonic …

U Deding, J Herp, AL Havshoei… - … gastroenterology …, 2020 - journals.sagepub.com
… Introduction of artificial intelligence (AI)-based localization algorithms of the camera capsules
may enable identification of incomplete CCE investigations overlapping with incomplete …