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Accurate pneumoconiosis staging via deep texture encoding and discriminative representation learning

Accurate pneumoconiosis staging is key to early intervention and treatment planning for pneumoconiosis patients. The staging process relies on assessing the profusion level of small opacities, which are dispersed throughout the entire lung field and manifest as fine textures. While conventional conv...

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Principais autores: Liang Xiong, Xin Liu, Xiaolin Qin, Weiling Li
格式: Artigo
語言:Inglês
出版: Frontiers Media S.A. 2024-10-01
叢編:Frontiers in Medicine
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在線閱讀:https://www.frontiersin.org/articles/10.3389/fmed.2024.1440585/full
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