Gastroenterology Artificial INtelligence System for Detecting Colorectal Polyps (The GAIN Study)
Study Details
Study Description
Brief Summary
This is a prospective, multicenter, randomized controlled study to evaluate the effect of the Computer-Assisted Detection (CADe) Device on Adenoma Detection Rate and Positive Percent Agreement for routine colonoscopies. The control arm is colonoscopy performed with High Definition White Light Endoscopy (HD-WLE) per standard of care. The intervention arm is colonoscopy performed with HD-WLE per standard of care plus the Computer-Assisted Detection (CADe) Device.
Condition or Disease | Intervention/Treatment | Phase |
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N/A |
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
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No Intervention: Colonoscopy (Standard of Care) The control arm is colonoscopy with High Definition White Light Endoscopy (HD-WLE) per standard of care. |
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Experimental: CADe Device The intervention arm is colonoscopy with HD-WLE per standard of care plus the CADe Device. |
Device: Computer-Assisted Detection (CADe) Device
The CADe Device uses artificial intelligence to aid in identifying colorectal polyps during High Definition White Light Endoscopy (HD-WLE) based colonoscopies. This device connects the Gastroenterologist's colonoscopy video output source to the main monitor and highlights the regions of interest where the device detects a potential lesion. The CADe Device overlays graphical markers onto video from the endoscope camera and does not perform further processing to the endoscope video signal. This device is not intended to replace clinical decision making.
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Outcome Measures
Primary Outcome Measures
- Difference in Adenoma Detection Rate (ADR) [Day 1]
Difference in Adenoma Detection Rate (ADR) between the control and intervention arm, evaluated for superiority
- Difference in Positive Percent Agreement (PPA) [Day 1]
Difference in Positive Percent Agreement (PPA) between the control and intervention arm, evaluated for non-inferiority
Secondary Outcome Measures
- Adenomas Per Colonoscopy (APC) [Day 1]
The Adenoma Per Colonoscopy rate is defined as the total number of histologically-confirmed adenomas (as defined in the co-primary endpoint) divided by the total number of colonoscopies performed, per study arm.
- False Alert Rate (FAR) [Day 1]
A false alert is defined as a bounding box that persists on the screen (approximately 2-3 seconds per the judgment of the colonoscopist) that is then determined by the colonoscopist not to contain a polyp. The false alert rate is calculated as the number of false alerts per procedure conducted in the intervention arm of the study.
- Mean Withdrawal and Inspection Time (MWT) [Day 1]
The withdrawal time is defined as the time measured from the moment the withdrawal phase of the procedure begins (with the scope in the cecum) to the moment the scope is withdrawn from the patient. The Inspection time measurement will exclude washing and resection, and other peri-resection activity not deemed to be colonic inspection. Inspection times for both the control arm and intervention arm will be calculated retrospectively upon review of the video recordings.
- Polyp Detection Rate (PDR) [Day 1]
Polyp detection rate is defined as the proportion of patients with at least one histologically-confirmed polyp detected.
Eligibility Criteria
Criteria
Inclusion Criteria:
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Scheduled to undergo routine screening (including, but not limited to, FIT/Cologuard positive), routine surveillance (≥3 years as scheduled since last colonoscopy), or diagnostic (symptomatic) colonoscopy with High Definition White Light Endoscopy.
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Between the ages of 45 and 80 years, inclusive
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Able and willing to provide written informed consent
Exclusion Criteria:
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Self-reported pregnancy
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Known diagnosis of Colorectal Cancer
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History of, or referral for, Inflammatory Bowel Disease
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Previous surgery involving the colon or rectum
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Referral for known polyp or assessment of post-polypectomy site (i.e. less than 3 years since last colonoscopy).
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High suspicion or diagnosis of genetic polyposis syndromes, including familial adenomatous polyposis (FAP), hereditary nonpolyposis colorectal cancer (HNPCC), or any other high-risk family history meeting Bethesda guidelines.
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Referral for overt, symptomatic gastrointestinal bleeding
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
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1 | Mayo Clinic | Rochester | Minnesota | United States | 55905 |
2 | Susquehanna Research Group | Camp Hill | Pennsylvania | United States | 17011 |
3 | ANRC Research | El Paso | Texas | United States | 79912 |
4 | Elisha Medical Center | Haifa | Israel |
Sponsors and Collaborators
- Verily Life Sciences LLC
Investigators
- Study Director: Scooter Plowman, MD, Verily Life Sciences LLC
Study Documents (Full-Text)
None provided.More Information
Publications
None provided.- 103820