A technical review of artificial intelligence as applied to gastrointestinal endoscopy: clarifying the terminology

Author:

Ebigbo Alanna1,Palm Christoph23,Probst Andreas1,Mendel Robert23,Manzeneder Johannes1,Prinz Friederike1,de Souza Luis A.24,Papa João P.5,Siersema Peter6,Messmann Helmut1

Affiliation:

1. Department of Gastroenterology, Universitätsklinikum Augsburg, Germany

2. Regensburg Medical Image Computing (ReMIC), Ostbayerische Technische Hochschule Regensburg (OTH Regensburg) – Germany

3. Regensburg Center of Health Sciences and Technology, OTH Regensburg – Germany

4. Department of Computing, Federal University of São Carlos – Brazil

5. Department of Computing, São Paulo State University – Brazil

6. Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, The Netherlands

Abstract

Abstract Background and aim The growing number of publications on the application of artificial intelligence (AI) in medicine underlines the enormous importance and potential of this emerging field of research. In gastrointestinal endoscopy, AI has been applied to all segments of the gastrointestinal tract most importantly in the detection and characterization of colorectal polyps. However, AI research has been published also in the stomach and esophagus for both neoplastic and non-neoplastic disorders. The various technical as well as medical aspects of AI, however, remain confusing especially for non-expert physicians. This physician-engineer co-authored review explains the basic technical aspects of AI and provides a comprehensive overview of recent publications on AI in gastrointestinal endoscopy. Finally, a basic insight is offered into understanding publications on AI in gastrointestinal endoscopy.

Publisher

Georg Thieme Verlag KG

Subject

Gastroenterology,Medicine (miscellaneous)

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