… 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. …
… The development process of artificialintelligencealgorithms consists of three stages: … Among them, the tuning step is an optimization process that adjusts the algorithm’s …
P Sullivan, S Gupta, PD Powers… - Gastrointestinal …, 2021 - giendo.theclinics.com
Research into the development of artificialintelligence (AI) applications for medicine has expanded rapidly over the past decade, and AI is increasingly accepted and widely used in …
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–…
… endoscopy with or without assistance of AI-based algorithms. … quality metrics for gastrointestinalendoscopy (cecal … extending the scope of application of AI in gastroenterology. …
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 …
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 …
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 …
U Deding, J Herp, AL Havshoei… - … gastroenterology …, 2020 - journals.sagepub.com
… Introduction of artificialintelligence (AI)-based localization algorithms of the camera capsules may enable identification of incomplete CCE investigations overlapping with incomplete …