A comparative study benchmarking colon polyp with computer-aided detection (CADe) software.

ABSTRACT:

Background and aims

Computer-aided detection software (CADe) has shown promising results in real-time polyp detection, but a limited head-to-head comparison of the available CADe systems has been performed. Moreover, such systems have not been compared to endoscopists using standardized videos. This study aims to compare the performance of three CADe systems in detecting polyps, employing a novel standardized methodology.

Methods

Videos from 300 colonoscopies conducted at Oslo University Hospital were analyzed. Short video clips (20-45 s) presenting normal mucosa or polyps were randomly selected. These videos were then streamed through each CADe system from Medtronic, Olympus, and Augere Medical. Each system featured diverse configurations, resulting in a total of six softwa

SUBMITTER: Papachrysos N 

PROVIDER: S-EPMC11742239 | biostudies-literature | 2025 Apr

REPOSITORIES: biostudies-literature