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Synthesis of COVID-19 chest X-rays using unpaired image-to-image translation

Motivated by the lack of publicly available datasets of chest radiographs of positive patients with coronavirus disease 2019 (COVID-19), we build the first-of-its-kind open dataset of synthetic COVID-19 chest X-ray images of high fidelity using an unsupervised domain adaptation approach by leveragin...

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Detalles Bibliográficos
Autores principales: Zunair, Hasib, Hamza, A. Ben
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7903408/
https://www.ncbi.nlm.nih.gov/pubmed/33643491
http://dx.doi.org/10.1007/s13278-021-00731-5