Artificial Intelligence for Real-time Detection and Monitoring of Colorectal Polyps

  • STATUS
    Recruiting
  • participants needed
    600
  • sponsor
    Centre hospitalier de l'Université de Montréal (CHUM)
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Updated on 5 February 2023
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Summary

The investigators hypothesize that the clinical implementation of an AI system is an optimal tool to monitor, audit and improve the detection and classification of polyps during colonoscopy. The objectives of this study are to generate preliminary data to evaluate the effectiveness of AI-assisted colonoscopy on: a) the rate of detection of adenomas; b) the histological classification of polyps (which would reduce the need for pathological evaluation of polyps); c) the automatic evaluation of the quality of colonoscopy.

Description

In this trial, the investigators aim to evaluate the followings:

  1. the accuracy of automatic detection of important anatomical landmarks (i.e., ileocecal valve, appendiceal orifice);
  2. the accuracy of automatic detection of polyps/adenomas (PDR/ADR);
  3. the accuracy of computer-assissted optical diagnosis of polyps size 1-10 mm compared to the results of the histopathological examinations of the polyps as the reference standard, and to the endocopists' prediction of polyps' histology;
  4. the polyp miss rate (PMR) through verifying the short video sequences of the polyps identified by the AI machine by the expert endoscopist(s);
  5. the accuracy of automatic calculation of withdrawal time by the AI machine compared to the reported withdrawal time by the endoscopists.

Details
Condition Adenomatous Polyps
Treatment Polyps detection by Artificial Intelligence
Clinical Study IdentifierNCT04586556
SponsorCentre hospitalier de l'Université de Montréal (CHUM)
Last Modified on5 February 2023

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