Optical Biopsy of Dysplasia in Barrett's Oesophagus Assisted by Artificial Intelligence.

ABSTRACT: Optical biopsy in Barrett's oesophagus (BE) using endocytoscopy (EC) could optimize endoscopic screening. However, the identification of dysplasia is challenging due to the complex interpretation of the highly detailed images. Therefore, we assessed whether using artificial intelligence (AI) as second assessor could help gastroenterologists in interpreting endocytoscopic BE images. First, we prospectively videotaped 52 BE patients with EC. Then we trained and tested the AI pm distinct datasets drawn from 83,277 frames, developed an endocytoscopic BE classification system, and designed online training and testing modules. We invited two successive cohorts for these online modules: 10 endoscopists to validate the classification system and 12 gastroenterologists to evaluate AI as second asses

SUBMITTER: van der Laan JJH 

PROVIDER: S-EPMC10093622 | biostudies-literature | 2023 Mar

REPOSITORIES: biostudies-literature