Impact of Artificial Intelligence on Trainee Polyp Miss Rates

Trial statusRecruiting
Trial phaseNot applicable
Trial typeInterventional
Biological sexAll
Age18+
SponsorNorthwestern University

About this trial

Based on prior studies, trainee and practicing gastroenterologists miss pre-cancerous polyps (adenomas and serrated polyps) during colonoscopy. The use of computer-aided detection (CADe) systems, a form of artificial intelligence (AI) has been shown to help identify colorectal lesions for practicing gastroenterologists. However, less is known how AI impacts polyp detection for trainees.

The investigators are conducting a tandem colonoscopy study wherein a portion of the colon is examined first by the trainee and then the attending physician. For each procedure, randomization will occur which will determine whether or not the trainee will utilize AI for their examination of the colon. At the end of the study, the investigators will determine whether AI helps trainees miss fewer polyps during colonoscopy. The investigators will also conduct interviews with trainees to understand how AI impacts colonoscopy training.

Eligibility criteria

This trial does not accept healthy volunteers

Qualifiers

Adult patients referred for screening or surveillance colonoscopy

Disqualifiers

Patients referred for polypectomy or diagnostic colonoscopy

Patients with prior right colon surgery

Prolonged insertion time (>20 minutes)

Poor bowel preparation (Boston Bowel Preparation Score less than or equal to 6)

Trial design

Design model

Parallel

Treatments tested in this trial

  • Colonoscopy With Computer-Aided Detection

    Device

    Use of Computer-Aided Detection During Colonoscopy

  • Colonoscopy without Computer-Aided Detection

    Procedure/Surgery

    Colonoscopy without Computer-Aided Detection (AI)

Treatment groups

180 Participants
are divided into 2 treatment groups
Group A: Colonoscopy with AIActive comparator 1 intervention
Group B: Colonoscopy without AIActive comparator 1 intervention

Trial outcomes

Primary outcomes

1

Neoplastic polyp miss rate

Proportion of neoplastic (adenomas or serrated polyps) missed during trainee inspection

Time frame
1 week

Secondary outcomes

1

Adenoma miss rate

Proportion of adenomas missed during trainee inspection

Time frame
1 week
2

Serrated polyp miss rate

Proportion of serrated polyps missed during trainee inspection

Time frame
1 week

Other outcomes

Sponsors and contacts

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