Inter-and Intraobserver Variability in Bowel Preparation Scoring for Colon Capsule Endoscopy: Impact of AI-Assisted Assessment Feasibility Study

dc.contributor.author
Io Lei, Ian
dc.contributor.author
Gaya, Daniel R.
dc.contributor.author
Robertson, Alexander
dc.contributor.author
Schelde-Olesen, Benedicte
dc.contributor.author
Mapiye, Alice
dc.contributor.author
Bhandare, Anirudh
dc.contributor.author
Lui, Bei Bei
dc.contributor.author
Shekhar, Chander
dc.contributor.author
Valentiner, Ursula
dc.contributor.author
Gilabert Roca, Pere
dc.contributor.author
Laiz Treceño, Pablo
dc.contributor.author
Seguí Mesquida, Santi
dc.contributor.author
Parsons, Nicholas
dc.contributor.author
Huhulea, Cristiana
dc.contributor.author
Wenzek, Hagen
dc.contributor.author
White, Elizabeth
dc.contributor.author
Koulaouzidis, Anastasios
dc.contributor.author
Arasaradnam, Ramesh P.
dc.date.accessioned
2026-02-17T03:07:06Z
dc.date.available
2026-02-17T03:07:06Z
dc.date.issued
2026-02-16T12:33:51Z
dc.date.issued
2026-02-16T12:33:51Z
dc.date.issued
2025-08-29
dc.date.issued
2026-02-16T12:33:51Z
dc.identifier
2072-6694
dc.identifier
https://hdl.handle.net/2445/226894
dc.identifier
765361
dc.identifier.uri
http://hdl.handle.net/2445/226894
dc.description.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.
dc.format
15 p.
dc.format
application/pdf
dc.language
eng
dc.publisher
MDPI
dc.relation
Reproducció del document publicat a: https://doi.org/10.3390/cancers17172840
dc.relation
Cancers, 2025, vol. 17, num.17
dc.relation
https://doi.org/10.3390/cancers17172840
dc.rights
cc-by (c) Ian Io Lei et al., 2025
dc.rights
http://creativecommons.org/licenses/by/4.0/
dc.rights
info:eu-repo/semantics/openAccess
dc.subject
Càpsula endoscòpica
dc.subject
Aprenentatge automàtic
dc.subject
Intel·ligència artificial
dc.subject
Capsule endoscopy
dc.subject
Machine learning
dc.subject
Artificial intelligence
dc.title
Inter-and Intraobserver Variability in Bowel Preparation Scoring for Colon Capsule Endoscopy: Impact of AI-Assisted Assessment Feasibility Study
dc.type
info:eu-repo/semantics/article
dc.type
info:eu-repo/semantics/publishedVersion


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