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...

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Autors principals:	Erdi Çallı, Keelin Murphy, Ernst T Scholten, Steven Schalekamp, Bram van Ginneken
Format:	Artigo
Idioma:	Inglês
Publicat:	Public Library of Science (PLoS) 2022-01-01
Col·lecció:	PLoS ONE
Accés en línia:	https://doi.org/10.1371/journal.pone.0267539
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