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Pathological lung segmentation based on random forest combined with deep model and multi-scale superpixels

Accurate segmentation of lungs in pathological thoracic computed tomography (CT) scans plays an important role in pulmonary disease diagnosis. However, it is still a challenging task due to the variability of pathological lung appearances and shapes. In this paper, we proposed a novel segmentation a...

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Detalles Bibliográficos
Autores principales: Liu, Caixia, Zhao, Ruibin, Xie, Wangli, Pang, Mingyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7413019/
https://www.ncbi.nlm.nih.gov/pubmed/32837245
http://dx.doi.org/10.1007/s11063-020-10330-8