Comparative Performance of Artificial Intelligence‐Based Computer‐Aided Detection Systems for Colorectal Polyps: A Systematic Review and Network Meta‐Analysis | Synapse
April 1, 2026Open Access
Comparative Performance of Artificial Intelligence‐Based Computer‐Aided Detection Systems for Colorectal Polyps: A Systematic Review and Network Meta‐Analysis
Key Points
The central aim is to evaluate the effectiveness of AI-based computer-aided detection systems for identifying colorectal polyps.
Systematic review of existing literature on AI detection systems.
Network meta-analysis to compare different CADe systems.
Assessment based on the CINeMA framework for evidence certainty.
Evidence certainty ranges from low to moderate.
Some CADe systems likely improve adenoma detection rates (ADR).
Variability in performance among different systems was noted.
Abstract
Based on the CINeMA framework, the certainty of evidence ranged from low to moderate, indicating that some CADe systems are likely to improve ADR.