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

dc.contributor.authorIo Lei, Ian
dc.contributor.authorGaya, Daniel R.
dc.contributor.authorRobertson, Alexander
dc.contributor.authorSchelde-Olesen, Benedicte
dc.contributor.authorMapiye, Alice
dc.contributor.authorBhandare, Anirudh
dc.contributor.authorLui, Bei Bei
dc.contributor.authorShekhar, Chander
dc.contributor.authorValentiner, Ursula
dc.contributor.authorGilabert Roca, Pere
dc.contributor.authorLaiz Treceño, Pablo
dc.contributor.authorSeguí Mesquida, Santi
dc.contributor.authorParsons, Nicholas
dc.contributor.authorHuhulea, Cristiana
dc.contributor.authorWenzek, Hagen
dc.contributor.authorWhite, Elizabeth
dc.contributor.authorKoulaouzidis, Anastasios
dc.contributor.authorArasaradnam, Ramesh P.
dc.date.accessioned2026-02-16T12:33:51Z
dc.date.available2026-02-16T12:33:51Z
dc.date.issued2025-08-29
dc.date.updated2026-02-16T12:33:51Z
dc.description.abstractThis 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.extent15 p.
dc.format.mimetypeapplication/pdf
dc.identifier.idgrec765361
dc.identifier.issn2072-6694
dc.identifier.urihttps://hdl.handle.net/2445/226894
dc.language.isoeng
dc.publisherMDPI
dc.relation.isformatofReproducció del document publicat a: https://doi.org/10.3390/cancers17172840
dc.relation.ispartofCancers, 2025, vol. 17, num.17
dc.relation.urihttps://doi.org/10.3390/cancers17172840
dc.rightscc-by (c) Ian Io Lei et al., 2025
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subject.classificationCàpsula endoscòpica
dc.subject.classificationAprenentatge automàtic
dc.subject.classificationIntel·ligència artificial
dc.subject.otherCapsule endoscopy
dc.subject.otherMachine learning
dc.subject.otherArtificial intelligence
dc.titleInter-and Intraobserver Variability in Bowel Preparation Scoring for Colon Capsule Endoscopy: Impact of AI-Assisted Assessment Feasibility Study
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion

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