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GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays

Can one learn to diagnose COVID-19 under extreme minimal supervision? Since the outbreak of the novel COVID-19 there has been a rush for developing automatic techniques for expert-level disease identification on Chest X-ray data. In particular, the use of deep supervised learning has become the go-t...

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Detalles Bibliográficos
Autores principales: Aviles-Rivero, Angelica I., Sellars, Philip, Schönlieb, Carola-Bibiane, Papadakis, Nicolas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8387569/
https://www.ncbi.nlm.nih.gov/pubmed/34462610
http://dx.doi.org/10.1016/j.patcog.2021.108274