Cargando…
Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement
In response to the COVID-19 global pandemic, recent research has proposed creating deep learning based models that use chest radiographs (CXRs) in a variety of clinical tasks to help manage the crisis. However, the size of existing datasets of CXRs from COVID-19+ patients are relatively small, and r...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9536609/ https://www.ncbi.nlm.nih.gov/pubmed/36201483 http://dx.doi.org/10.1371/journal.pone.0274098 |