Development and Validation of an Artificial Intelligence System for Bowel Preparation Quality Scoring

National Cancer Center (NCC)

Status: Completed

Conditions: Colonic Disease

Treatments: Device: AI

Study type: Interventional

Funder types: Other

Identifiers

NCT04487626

NCC2020-0159

Details and patient eligibility

About

The purpose of this study is to develop and validate the accuracy and reliability of an artificial intelligence(AI) system for bowel preparation quality scoring based of Boston Bowel preparation Scoring(BBPS). Then evaluate whether this AI system can help endoscopists to improve the quality of colonoscopy in clinical practice.

Full description

Bowel preparation is one of the most important factors which decide the quality of colonoscopy. Adequate bowel preparation is essential to guarantee a clear vision of colonic mucosa, complete inspection of entire colon and improves the adenoma detection rates(ADRs). Therefore, the quality of bowel preparation should be evaluated accurately and objectively. However, current bowel preparation quality scales depend on memories and subjective decision of endoscopists. Recently, articifial intelligence system based on deep learning algorithm has been used widely in medical fields. But, few studies have been reported to evaluate the performance of AI system based on deep learning in bowel preparation quality scoring. This study aims to develop and train an AI system to assess bowel preparation quality using the BBPS, and validate the AI system to improve the quality of colonoscopy.

Enrollment: 100 patients

Sex: All

Ages: 20 to 80 years old

Volunteers: No Healthy Volunteers

Inclusion criteria

• Patients aged 20-80 years undergoing elective colonoscopy

Exclusion criteria

• Patients received colon or rectal surgery

Trial design

Primary purpose: Health Services Research

Allocation: N/A

Interventional model: Single Group Assignment

Masking: None (Open label)

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100 participants in 1 patient group

Artificial Intelligence assisted Scoring Group

Experimental group

Description:

Patients in this group go through colonoscopy under the AI monitoring device.

Treatment:

Device: AI