Back to Search Start Over

Artificial Intelligence in Colonoscopic Polyp Detection and Characterization: Merging Computer Technology and Endoscopic Skill for Better Patient Care.

Authors :
Ghoshal, Uday C.
Chakrabarti, Saikat
Goenka, Mahesh K.
Source :
Journal of Digestive Endoscopy; Dec2023, Vol. 14 Issue 4, p239-242, 4p
Publication Year :
2023

Abstract

Artificial intelligence (AI) is a computer technology for mathematical modeling that uses nonlinear statistical analysis. While multilayer perceptron network is used for prediction of clinical outcome, convolutional neural network is used for detection of lesion in an image and its classification. In this issue of the journal, an article reviewed the impact of AI in colorectal polyp detection and characterization. This is an upcoming area of gastroenterology, which has already reached the doorstep of practicing clinicians and in the near future, it may bring a paradigm shift in clinical practice. It is expected that this thought-provoking review will stimulate endoscopists to take up research in this important field of application of an AI-based computer technology for endoscopic detection of gastrointestinal lesions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09765042
Volume :
14
Issue :
4
Database :
Complementary Index
Journal :
Journal of Digestive Endoscopy
Publication Type :
Academic Journal
Accession number :
174512045
Full Text :
https://doi.org/10.1055/s-0043-1778059