A Novel Switching of Artificial Intelligence to Generate Simultaneously Multimodal Images to Assess Inflammation and Predict Outcomes in Ulcerative Colitis—(With Video)
Our multimodal "AI-switching" model innovatively detects and transitions between different endoscopic modalities, refining inflammation assessment and outcome prediction in UC by integrating model-derived images.
Authors
- Rory Crotty (ORCID: https://orcid.org/0000-0002-1169-7929)
- Enrico Grisan (ORCID: https://orcid.org/0000-0002-7365-5652)
- Brian Hayes (ORCID: https://orcid.org/0000-0002-5644-7253)
- Miguel Puga‐Tejada (ORCID: https://orcid.org/0000-0001-8853-0847)
- Valery Naranjo (ORCID: https://orcid.org/0000-0002-0181-3412)
- Andrea Buda (ORCID: https://orcid.org/0000-0002-3099-8612)
- Ilaria Ditonno
- Ivan Capobianco (ORCID: https://orcid.org/0000-0003-3927-591X)
- Irene Zammarchi (ORCID: https://orcid.org/0000-0002-3121-0639)
- Rocío del Amor (ORCID: https://orcid.org/0000-0002-5342-2093)
- Giovanni Santacroce (ORCID: https://orcid.org/0000-0002-0544-0414)
- Marietta Iacucci (ORCID: https://orcid.org/0000-0002-3142-9550)
- Pablo Meseguer (ORCID: https://orcid.org/0000-0001-7821-6168)
- Raf Bisschops (ORCID: https://orcid.org/0000-0002-9994-8226)
- Bisi Bode Kolawole
- Subrata Ghosh (ORCID: https://orcid.org/0000-0002-1713-7797)
- Ujwala Chaudhari
Institutions
- Cork University Hospital (IE)
- London South Bank University (GB)
- Artificial Intelligence Research Institute (ES)
- APC Microbiome Institute (IE)
- Hospital of Prato (IT)
- Universitat Politècnica de València (ES)
- University of Birmingham (GB)
Publication Details
- Journal
- Digestive Endoscopy
- Published
- 2025-06-16
- DOI
- https://doi.org/10.1111/den.15067
- Citations
- 6
- Primary Topic
- Inflammatory Bowel Disease
- Type
- article
- Field-Weighted Citation Impact
- 10.90