Related Experiment Video
Updated: May 24, 2026

E-Patient Counseling Trial (E-PACO): Computer Based Education versus Nurse Counseling for Patients to Prepare for Colonoscopy
Published on: August 1, 2019
Computer-assisted and unassisted optical diagnosis of colorectal polyps: results from a prospective pragmatic
Edgard Medawar1, Megan Oleksiw1, Douglas K Rex2
1University of Montreal Hospital Centre Research Centre, Division of Gastroenterology, Canada, Montreal.
Background:
Computer-aided diagnosis (CADx) may support optical diagnosis of diminutive (≤5 mm) colorectal polyps, replacing histopathology. We described CADx usage and diagnostic performance under real-life, discretionary adoption.
Methods:
This prospective implementation study enrolled patients undergoing colonoscopy at our tertiary center (2021-2025). Patients aged <40 years, with inflammatory bowel disease, polyposis syndromes, or no diminutive polyp were excluded. CADx use was at the endoscopists' discretion. Endoscopists' optical diagnoses with and without CADx assistance, and the CADx output were documented. Main outcomes were CADx usage and sensitivity for adenomas of CADx-assisted and CADx-unassisted optical diagnosis, using histopathology as reference.
Results:
868 patients (age 66.1 years, 47.0% female) with 1660 diminutive polyps (62.0% adenomas) were included. Endoscopists recorded CADx-assisted and CADx-unassisted optical diagnoses for 657 and 864 polyps, respectively, showing sensitivity of 85.1% (95%CI 78.3-90.1) and 85.1% (81.2-88.4), specificity 55.2% (45.8-64.3) and 61.1% (54.5-67.3), positive predictive value 76.2% (69.1-82.1) and 79.3% (75.5-82.9), negative predictive value (NPV) 60.8% (52.6-68.5) and 67.1% (60.7-73.0), and accuracy 62.7% (56.5-68.4) and 66.4% (63.0-69.7), respectively. In a simulated resect-and-discard strategy, CADx assistance marginally increased the proportion of polyps that could avoid histopathology (84.9% vs. 81.1%). For high-confidence rectosigmoid diagnoses, NPV for adenomas was 95.5% (86.9-98.5) for CADx-assisted and 93.8% (85.9-97.4) for CADx-unassisted predictions.
Conclusions:
Both CADx-assisted and CADx-unassisted optical diagnoses showed good diagnostic performance in real-world practice. Assessment of the relationship between CADx use and optical diagnosis was limited by unavoidable selection bias relating to discretionary use and variable endoscopist behavior.
Related Concept Videos
Imaging Studies III: Gastrointestinal Motility Studies and Virtual Colonoscopy
Radionuclide Testing
Radionuclide testing is a sophisticated medical technique for assessing gastrointestinal motility. It focuses on gastric emptying and colonic transit time. Radioactive markers track the movement of food through the digestive system, providing insights into gastrointestinal disorders.
In gastric emptying studies, a meal's liquid and solid...
Endoscopic Procedures II: Colonoscopy
Endoscopic Procedures IV: Sigmoidoscopy and Laproscopy
Sigmoidoscopy
Sigmoidoscopy is a diagnostic procedure that uses a flexible sigmoidoscope equipped with a light source and camera to examine the rectum and sigmoid colon. The procedure involves inserting the tube through the anus...
