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Application of Artificial Intelligence in the Detection and Differentiation of Colon Polyps: A Technical Review for Physicians.

Authors :
Chao, Wei-Lun
Manickavasagan, Hanisha
Krishna, Somashekar G.
Source :
Diagnostics (2075-4418). Sep2019, Vol. 9 Issue 3, p99. 1p.
Publication Year :
2019

Abstract

Research in computer-aided diagnosis (CAD) and the application of artificial intelligence (AI) in the endoscopic evaluation of the gastrointestinal tract is novel. Since colonoscopy and detection of polyps can decrease the risk of colon cancer, it is recommended by multiple national and international societies. However, the procedure of colonoscopy is performed by humans where there are significant interoperator and interpatient variations, and hence, the risk of missing detection of adenomatous polyps. Early studies involving CAD and AI for the detection and differentiation of polyps show great promise. In this appraisal, we review existing scientific aspects of AI in CAD of colon polyps and discuss the pitfalls and future directions for advancing the science. This review addresses the technical intricacies in a manner that physicians can comprehend to promote a better understanding of this novel application. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20754418
Volume :
9
Issue :
3
Database :
Academic Search Index
Journal :
Diagnostics (2075-4418)
Publication Type :
Academic Journal
Accession number :
139036917
Full Text :
https://doi.org/10.3390/diagnostics9030099