Regulatory considerations for artificial intelligence technologies in GI endoscopy

T Walradt, JRG Brown, M Alagappan, HP Lerner… - Gastrointestinal …, 2020 - Elsevier
gastroenterology, potentially led by professional societies, will be required so the field of GI
endoscopy can develop … safety and efficacy monitoring that will be required for AI algorithms. …

Artificial intelligence in luminal endoscopy

S Gulati, A Emmanuel, M Patel… - … in Gastrointestinal …, 2020 - journals.sagepub.com
… of endoscopic diagnosis and to … algorithms makes adoption of artificial intelligence into
global practice a potential reality. Initial studies in luminal endoscopy involve machine learning

Application and prospect of artificial intelligence in digestive endoscopy

H Zhuang, A Bao, Y Tan, H Wang, Q Xie… - … of Gastroenterology …, 2022 - Taylor & Francis
… There is no doubt that the application of AI algorithms in digestive endoscopy has made
remarkable progress. However, some of the studies or databases published in the past decade …

[HTML][HTML] Artificial intelligence-assisted endoscopic detection of esophageal neoplasia in early stage: The next step?

Y Liu - World Journal of Gastroenterology, 2021 - ncbi.nlm.nih.gov
… Upper gastrointestinal endoscopy is still the gold standard … current upper gastrointestinal
endoscopy diagnosis technology … algorithm was developed and tested using 100 endoscopic

History of artificial intelligence in medicine

V Kaul, S Enslin, SA Gross - Gastrointestinal endoscopy, 2020 - Elsevier
algorithm. ML has advanced into what is now commonly known as DL, which is composed of
algorithms to create an artificial neural network … in gastroenterology and endoscopy (Fig. 1). …

Artificial intelligence and colonoscopy: Current status and future perspectives

S Kudo, Y Mori, M Misawa, K Takeda… - … Endoscopy, 2019 - Wiley Online Library
algorithm driven by a 3-D convolutional neural network predicted the presence of the polyp
by outputting a yellow color in the four corners of the endoscopic image. … Another endoscopic

Artificial intelligence in the diagnosis of gastric precancerous conditions by image-enhanced endoscopy: a multicenter, diagnostic study (with video)

M Xu, W Zhou, L Wu, J Zhang, J Wang, G Mu… - Gastrointestinal …, 2021 - Elsevier
… (DCNN) approaches, including colorectal adenoma detection, early gastric cancer diagnosis…
, was developed in this study for detecting endoscopic images of gastric precancerous …

Artificial intelligence in gastroenterology. The current state of play and the potential. How will it affect our practice and when?

SA Hoogenboom, U Bagci, MB Wallace - … in Gastrointestinal Endoscopy, 2020 - Elsevier
… Although initial important steps along the AI-road have been taken by initiating the first
prospective studies on AI-assisted endoscopy, several problems related to AI-algorithms are …

Role of artificial intelligence in video capsule endoscopy

I Tziortziotis, FM Laskaratos, S Coda - Diagnostics, 2021 - mdpi.com
… to use AI technology to train algorithms on capsule endoscopy images or videos, in order to
… from the Hellenic Society of Gastroenterology for education in gastrointestinal endoscopy. …

Public Imaging Datasets of Gastrointestinal Endoscopy for Artificial Intelligence: a Review

S Zhu, J Gao, L Liu, M Yin, J Lin, C Xu, C Xu… - Journal of Digital …, 2023 - Springer
GI detection datasets are considered multiclass image or video datasets in GI endoscopy. It
… abundant data for automatic algorithmic detection of many aspects of the GI tract, which is …