Explainable emphysema detection on chest radiographs with deep learning

We propose a deep learning system to automatically detect four explainable emphysema signs on frontal and lateral chest radiographs. Frontal and lateral chest radiographs from 3000 studies were retrospectively collected. Two radiologists annotated these with 4 radiological signs of pulmonary emphyse...

Descripción completa

Detalles Bibliográficos
Autores principales: Çallı, Erdi, Murphy, Keelin, Scholten, Ernst T., Schalekamp, Steven, van Ginneken, Bram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9333227/
https://www.ncbi.nlm.nih.gov/pubmed/35900979
http://dx.doi.org/10.1371/journal.pone.0267539

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9333227/
https://www.ncbi.nlm.nih.gov/pubmed/35900979
http://dx.doi.org/10.1371/journal.pone.0267539

Ejemplares similares