CAPI-Detect: machine learning in capillaroscopy reveals new variables influencing diagnosis
CAPI-Detect, an ML-based model, provides an unbiased, quantitative analysis of capillary structure, shape, size and density, significantly improving capillaroscopic pattern identification.
Authors
- Diana Cristina Varela (ORCID: https://orcid.org/0000-0002-6935-9615)
- Eduardo Ramos Ibáñez (ORCID: https://orcid.org/0000-0002-4931-2190)
- Miguel Martín Cascón (ORCID: https://orcid.org/0000-0002-8987-7460)
- Luís Sáez-Comet (ORCID: https://orcid.org/0000-0002-9868-6498)
- G. Ivan Maldonado (ORCID: https://orcid.org/0000-0001-7377-4494)
- M. Navas
- J. A. Aramburu (ORCID: https://orcid.org/0000-0002-5030-725X)
- M. Freire (ORCID: https://orcid.org/0000-0002-7087-4091)
- Borja Gracia-Tello (ORCID: https://orcid.org/0000-0003-3248-2908)
- José Todolí Parra
- Laura Alejandra Granados Vela
- Adela Marín Ballvé (ORCID: https://orcid.org/0000-0002-7815-8356)
- Gema María Lledó‐Ibáñez
- Alfredo Castillo (ORCID: https://orcid.org/0000-0003-0626-507X)
- Carmen Pilar Simeón‐Aznar (ORCID: https://orcid.org/0000-0003-3390-9029)
- Laura Pérez Abad
- Elena Martínez Robles (ORCID: https://orcid.org/0009-0002-6506-8746)
Institutions
- Universidad Pontificia Bolivariana (CO)
- Vanderbilt University (US)
- Universidad de Zaragoza (ES)
- Hospital Universitario La Paz (ES)
- Hospital Universitari i Politècnic La Fe (ES)
- Hospital General Universitario Morales Meseguer (ES)
- Complejo Hospitalario Universitario de Santiago (ES)
- Municipality of Medellín (CO)
- Hospital Universitario Miguel Servet (ES)
- Hospital Clínic de Barcelona (ES)
- Vall d'Hebron Hospital Universitari (ES)
- Hospital Clínico Universitario Lozano Blesa (ES)
- Vanderbilt Health (US)
Publication Details
- Journal
- Lara D. Veeken
- Published
- 2025-02-05
- DOI
- https://doi.org/10.1093/rheumatology/keaf073
- Citations
- 14
- Primary Topic
- Systemic Sclerosis and Related Diseases
- Type
- article
- Field-Weighted Citation Impact
- 20.60
Funders
- Boehringer Ingelheim