Review on the applications of deep learning in the analysis of gastrointestinal endoscopy images

W Du, N Rao, D Liu, H Jiang, C Luo, Z Li, T Gan… - Ieee …, 2019 - ieeexplore.ieee.org
… diseases and primarily examined by GI endoscopy. Recently, deep … in GI endoscopy image
analysis. This review focuses on the applications of DL methods in the analysis of GI images. …

Advanced endoscopic imaging: European Society of Gastrointestinal Endoscopy (ESGE) technology review

JE East, JL Vleugels, P Roelandt, P Bhandari… - …, 2016 - thieme-connect.com
… We suggest advanced endoscopic imaging technologies improve mucosal visualization …
Expert endoscopic diagnosis may be improved by advanced imaging, but as yet in community-…

ESGE recommendations for quality control in gastrointestinal endoscopy: guidelines for image documentation in upper and lower GI endoscopy

JF Rey, R Lambert… - …, 2001 - thieme-connect.com
endoscopy. Some 20-40 images are collected for an upper gastrointestinal endoscopy
Nowadays, keeping records of endoscopic images is easy using a video printer, but direct …

Molecular imaging in gastrointestinal endoscopy

M Goetz, TD Wang - Gastroenterology, 2010 - Elsevier
imaging has raised increasing interest in the field of gastrointestinal (GI) endoscopy with the
… Molecular imaging encompasses modalities that enable minimally invasive visualization of …

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

JK Min, MS Kwak, JM Cha - Gut and liver, 2019 - ncbi.nlm.nih.gov
… in esophagogastroduodenoscopy images, Helicobacter pylori … motility characterization of
capsule endoscopy images. Artificial … endoscopic images were used from the same endoscope

Gastrointestinal endoscopy: past and future

MV Sivak - Gut, 2006 - gut.bmj.com
… Because the CCD produced an electronic image, endoscopy … an interface between
endoscope and computer was … historically as the golden era of gastrointestinal endoscopy. …

Deep learning analyzes Helicobacter pylori infection by upper gastrointestinal endoscopy images

T Itoh, H Kawahira, H Nakashima… - Endoscopy international …, 2018 - thieme-connect.com
… specific features of gastric endoscopy images. The goal behind … 179 upper gastrointestinal
endoscopy images obtained from … Of the 179 images, 149 were used as training images, and …

[HTML][HTML] A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging

D Jha, S Ali, S Hicks, V Thambawita, H Borgli… - Medical image …, 2021 - Elsevier
… on GI endoscopic imagesGI endoscopic image classification. The challenge was based
on a multi-center, multi-modal, and multi-organ dataset that includes 8,000 endoscopic images

[HTML][HTML] Artificial intelligence in gastrointestinal endoscopy

R Pannala, K Krishnan, J Melson, MA Parsi… - VideoGIE, 2020 - Elsevier
… , GI endoscopy, and endoscopic image analysis. References and citations of the retrieved
articles were also evaluated to identify pertinent studies. The manuscript was drafted by 2 …

HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy

H Borgli, V Thambawita, PH Smedsrud, S Hicks, D Jha… - Scientific data, 2020 - nature.com
… HyperKvasir, the largest image and video dataset of the gastrointestinal tract available
today… by experienced gastrointestinal endoscopists. The dataset contains 110,079 images and …