Multi-center Validation of a Deep Learning Based Bowel Preparation Evaluation System
Validation of a Deep Learning Based Bowel Preparation Evaluation System: A Prospective, Multi-center, Cross-sectional Study
1 other identifier
observational
1,400
1 country
1
Brief Summary
A deep learning based system to calculate the proportion of Boston Bowel Prep Scale (BBPS) score of 0-1 during withdrawal phase has been constructed previously. This multi-center study is going to perform a prospective observational study to validate the threshold of the adequate proportion.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Oct 2020
Shorter than P25 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
October 9, 2020
CompletedFirst Submitted
Initial submission to the registry
October 12, 2020
CompletedFirst Posted
Study publicly available on registry
October 19, 2020
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 31, 2020
CompletedStudy Completion
Last participant's last visit for all outcomes
December 31, 2020
CompletedOctober 19, 2020
October 1, 2020
3 months
October 12, 2020
October 12, 2020
Conditions
Outcome Measures
Primary Outcomes (2)
Cleanliness assessment of different intestinal segment in the artificial intelligence system
The Artificial intelligence evaluates the Boston Bowel Preparation score of the ascending colon, transverse colon and descending colon in real-time, and calculates the proportion of 0-1 Score
3 Months
Adenoma detection rate
The numerator is the number of cases of adenomas detected by colonoscopy, and the denominator is the total number of cases of patients undergoing colonoscopy.
3 Months
Secondary Outcomes (10)
Advanced adenoma detection rate
3 Months
Polyps detection rate
3 Months
The mean number of adenomas per procedure
3 Months
Detection rate of large, small and diminutive polyps
3 Months
The mean number of large, small and diminutive polyps per procedure
3 Months
- +5 more secondary outcomes
Study Arms (1)
Observational group
Patients received bowel preparation and colonoscopy. The withdrawal phase video was saved and their lesions detection was record.
Interventions
Patient receive the standard bowel preparation strategy and routine colonoscopy
Eligibility Criteria
Continuous colonoscopy from October to December 2020 will be collected in our participating general hospitals.
You may qualify if:
- Male or female aged 18 years or above;
- Ability to read, understand and sign informed consent forms;
- The researchers believe that the subjects can understand the process of the clinical study and are willing and able to complete all the study procedures and follow-up visits to cooperate with the study procedures.
You may not qualify if:
- Patients with contraindications to colonoscopy (obstruction or perforation, severe acute inflammatory bowel disease, toxic megacolon, severe heart failure, severe heart failure, etc.);
- Patients with galactosemia;
- Pregnant or lactating women;
- Patients used lactulose, a stimulant, or laxative within 7 days;
- Patients refused to sign informed consent forms.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Renmin Hospital of Wuhan Universitylead
- Hubei Hospital of Traditional Chinese Medicinecollaborator
- Wuhan Central Hospitalcollaborator
- Wuhan Third Hospitalcollaborator
- The General Hospital of Central Theater Commandcollaborator
- The Third People's Hospital of Hubei Provincecollaborator
- Wuhan Puren Hospitalcollaborator
- Wuhan Puai Hospitalcollaborator
- Tian You Hospital Affiliated to Wuhan University of Science and Technologycollaborator
- Wuhan Red Cross Hospitalcollaborator
Study Sites (1)
Renmin Hospital of Wuhan University
Wuhan, Hubei, 430060, China
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- CASE CROSSOVER
- Time Perspective
- CROSS SECTIONAL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
October 12, 2020
First Posted
October 19, 2020
Study Start
October 9, 2020
Primary Completion
December 31, 2020
Study Completion
December 31, 2020
Last Updated
October 19, 2020
Record last verified: 2020-10