Cargando…
COVID-19 diagnosis via chest X-ray image classification based on multiscale class residual attention
Aiming at detecting COVID-19 effectively, a multiscale class residual attention (MCRA) network is proposed via chest X-ray (CXR) image classification. First, to overcome the data shortage and improve the robustness of our network, a pixel-level image mixing of local regions was introduced to achieve...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9433340/ https://www.ncbi.nlm.nih.gov/pubmed/36081225 http://dx.doi.org/10.1016/j.compbiomed.2022.106065 |