Construction and Validation of a Computer-aided (CADx)System in Real-time Characterization of Colorectal Ulcerative Diseases: A Multicenter, Retrospective Study

Status: Recruiting
Location: See location...
Intervention Type: Diagnostic test
Study Type: Observational
SUMMARY

The goal of this observational study is to construct and validate a Computer-aided (CADx)System in Real-time Characterization of Colorectal Ulcrerative Diseases. The main question it aims to answer are to demonstrate whether the newly developed CADx system has a high-level diagnostic accuracy in predicting characterization of colorectal ulcerative diseases. It is a multi-center, retrospective study. The study retrospectively collected colonoscopy images and videos of colorectal ulcers (including colorectal cancer, Crohn's disease, Ulcerative colitis, Intestinal tuberculosis and ischemic enteritis). A training cohort will be developed from majority of the included cases, followed by a validation cohort with the remaining cases. A CADx system in real-time characterization of colonic ulcer diseases was constructed using artificial intelligence to extract endoscopic features from the training set. Subsequently, the performance of the CADx system was preliminarily tested through the validation set.

Eligibility
Participation Requirements
Sex: All
Minimum Age: 18
Maximum Age: 100
Healthy Volunteers: f
View:

• They underwent endoscopic examination and are found to have ulcerative lesions in the large intestine;

• They have endoscopic images and videos captured and stored during colonoscopy which are available to be retrieved;

• They have the complete medical records and clear diagnosis.

Locations
Other Locations
China
Nanfang Hospital, Southern Medical University
RECRUITING
Guangzhou
Contact Information
Primary
Xiaobei Luo, PhD
luoxiaobei63@126.com
17688881428
Time Frame
Start Date: 2023-06-01
Estimated Completion Date: 2024-06
Participants
Target number of participants: 1000
Treatments
Colorectal ulcers
Colonoscopy images and videos of colorectal ulcers.
Sponsors
Collaborators: Prince of Wales Hospital, Shatin, Hong Kong, The Second Affiliated Hospital of the Chinese University of Hong Kong (Shenzhen), Wuxi People's Hospital, ZhuHai Hospital
Leads: Nanfang Hospital, Southern Medical University

This content was sourced from clinicaltrials.gov