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A few-shot approach for COVID-19 screening in standard and portable chest X-ray images

Reliable and effective diagnostic systems are of vital importance for COVID-19, specifically for triage and screening procedures. In this work, a fully automatic diagnostic system based on chest X-ray images (CXR) has been proposed. It relies on the few-shot paradigm, which allows to work with small...

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Detalles Bibliográficos
Autores principales: Cores, Daniel, Vila-Blanco, Nicolás, Pérez-Alarcón, María, Martínez-de-Alegría, Anxo, Mucientes, Manuel, Carreira, María J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9745688/
https://www.ncbi.nlm.nih.gov/pubmed/36513713
http://dx.doi.org/10.1038/s41598-022-25754-6