Real-Life Clinical Validation of AI-Assisted Detection and Differentiation of Pleomorphic Lesions in Capsule Endoscopy
This was the first multicentric study proving AI-assisted CapE reading superiority compared with conventional reading. The inclusion of videos from multiple devices addresses the interoperability challenge, whereas including patients from 4 countries and 2 different continents assures a diverse demographic context. AI achieved gastroenterologist-level identification of small-bowel lesions, surpassing conventional reading methods in both lesion detection and characterization.
Authors
- João Ferreira (ORCID: https://orcid.org/0000-0003-4310-2915)
- Marcos Eduardo Lera dos Santos (ORCID: https://orcid.org/0000-0001-9759-3807)
- Cecílio Santander (ORCID: https://orcid.org/0000-0001-5492-2535)
- Maria João Almeida (ORCID: https://orcid.org/0000-0003-4061-8924)
- Miguel Martins (ORCID: https://orcid.org/0000-0002-0484-4804)
- Pedro Emartino Bezerra Campelo (ORCID: https://orcid.org/0000-0002-9180-6178)
- Pedro Cardoso (ORCID: https://orcid.org/0000-0001-9427-5635)
- Tiago Cúrdia Gonçalves (ORCID: https://orcid.org/0000-0001-5540-6452)
- Hélder Cardoso
- Patrícia Andrade (ORCID: https://orcid.org/0000-0003-1334-0947)
- Miguel Mascarenhas (ORCID: https://orcid.org/0000-0002-0340-0830)
- José Cotter (ORCID: https://orcid.org/0000-0002-2921-0648)
- António Miguel Martins Pinto da Costa (ORCID: https://orcid.org/0000-0001-5170-7231)
- William Sonnier
- Francisco Mendes (ORCID: https://orcid.org/0000-0002-5890-7049)
- J. A. Palma (ORCID: https://orcid.org/0000-0002-7530-6536)
- C Macedo (ORCID: https://orcid.org/0000-0002-5480-3074)
- Guilherme Macedo (ORCID: https://orcid.org/0000-0002-9387-9872)
- Thiago Alves Cavalcante
- Bruno Rosa (ORCID: https://orcid.org/0000-0003-2885-0720)
- Joana Mota (ORCID: https://orcid.org/0000-0002-8835-852X)
- Jorge Mendoza
- João Afonso (ORCID: https://orcid.org/0000-0003-2088-2525)
- Tiago Ribeiro (ORCID: https://orcid.org/0000-0001-7755-9281)
- Matheus Ferreira de Carvalho (ORCID: https://orcid.org/0000-0002-9230-0953)
- Eduardo Horneaux de Moura
- Erika Borges Fortes
- Ana Pérez-Gonzalez
Institutions
- University of Alabama (US)
- Universidade do Porto (PT)
- Hospital Israelita Albert Einstein (BR)
- Hospital de São João (PT)
- Hospital da Senhora da Oliveira Guimarães (PT)
- Hospital Universitario Puerta de Hierro Majadahonda (ES)
- Hospital Universitario de La Princesa (ES)
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (BR)
- Hospital Sírio-Libanês (BR)
- Hospital São Paulo (BR)
- Artificial Intelligence in Medicine (Canada) (CA)
- University of South Alabama (US)
- University of Minho (PT)
Publication Details
- Journal
- The American Journal of Gastroenterology
- Published
- 2025-08-28
- DOI
- https://doi.org/10.14309/ajg.0000000000003756
- Citations
- 1
- Primary Topic
- Gastrointestinal Bleeding Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 1.81