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Searching for pneumothorax in x-ray images using autoencoded deep features

Fast diagnosis and treatment of pneumothorax, a collapsed or dropped lung, is crucial to avoid fatalities. Pneumothorax is typically detected on a chest X-ray image through visual inspection by experienced radiologists. However, the detection rate is quite low due to the complexity of visual inspect...

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Detalles Bibliográficos
Autores principales: Sze-To, Antonio, Riasatian, Abtin, Tizhoosh, H. R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8111019/
https://www.ncbi.nlm.nih.gov/pubmed/33972606
http://dx.doi.org/10.1038/s41598-021-89194-4