Inter-and Intraobserver Variability in Bowel Preparation Scoring for Colon Capsule Endoscopy: Impact of AI-Assisted Assessment Feasibility Study
Year: 2025
Type: article
Abstract: This study assessed the reliability of AI-assisted bowel cleansing scoring in colon capsule endoscopy using the CC-CLEAR scale. While interobserver agreement was excellent with manual scoring among experienced readers, AI-assisted reads did not improve agreement but showed reduced consistency, particularly among less experienced users. The mean AI-assisted scores were significantly lower than manual scores, highlighting potential interpretive challenges. These findings suggest that AI’s effectiveness currently depends on user expertise, reinforcing the importance of further development and refinement required for a robust AI implementation in CCE.
Authors: Io Lei, Ian, Gaya, Daniel R., Robertson, Alexander, Schelde-Olesen, Benedicte, Mapiye, Alice, Bhandare, Anirudh, Lui, Bei Bei, Shekhar, Chander, Valentiner, Ursula, Gilabert Roca, Pere, Laiz Treceño, Pablo, Seguí Mesquida, Santi, Parsons, Nicholas, Huhulea, Cristiana, Wenzek, Hagen, White, Elizabeth, Koulaouzidis, Anastasios, Arasaradnam, Ramesh P.
Language: English
Subfield: Oncology
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W7130245262
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