Ulcerative Colitis Severity Classification and Localized Extent (UC-SCALE): An Artificial Intelligence Scoring System for a Spatial Assessment of Disease Severity in Ulcerative Colitis
Our fully automated scoring system enables accurate, objective, and localized assessment of endoscopic severity in UC patients. In addition, we provide a topological representation of the score as a marker of disease severity that correlates highly with clinical metrics. Ulcerative Colitis Severity Classification and Localized Extent reproduces central reading and holds promise to enhance disease severity evaluation in both clinical trials and everyday practice.
Authors
- Daniela Bojic
- Heming Yao (ORCID: https://orcid.org/0000-0001-9020-5330)
- Steven Levitte (ORCID: https://orcid.org/0000-0002-3324-5464)
- A Bigorgne
- Jérôme Lüscher
- Bartosz Machura (ORCID: https://orcid.org/0000-0001-7953-7684)
- Jacques Pous
- Marco Prunotto (ORCID: https://orcid.org/0000-0002-0203-0129)
- Emily Fisher
- S Fraessle
- R Girycki
- J Czornik
- M Pitura
- B Gutierrez Becker (ORCID: https://orcid.org/0000-0002-5506-7785)
- David Richmond
- Jaroslaw Goslinsky
Institutions
- Roche (Switzerland) (CH)
- nLIGHT (United States) (US)
- Kaiser Permanente San Francisco Medical Center (US)
- Łukasiewicz Research Network - Institute of Welding (PL)
Publication Details
- Journal
- Journal of Crohn s and Colitis
- Published
- 2024-12-07
- DOI
- https://doi.org/10.1093/ecco-jcc/jjae187
- Citations
- 9
- Primary Topic
- Inflammatory Bowel Disease
- Type
- article
- Field-Weighted Citation Impact
- 4.95