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A Segmentation Method for Lung Parenchyma Image Sequences Based on Superpixels and a Self-Generating Neural Forest

BACKGROUND: Lung parenchyma segmentation is often performed as an important pre-processing step in the computer-aided diagnosis of lung nodules based on CT image sequences. However, existing lung parenchyma image segmentation methods cannot fully segment all lung parenchyma images and have a slow pr...

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Detalles Bibliográficos
Autores principales: Liao, Xiaolei, Zhao, Juanjuan, Jiao, Cheng, Lei, Lei, Qiang, Yan, Cui, Qiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4988714/
https://www.ncbi.nlm.nih.gov/pubmed/27532214
http://dx.doi.org/10.1371/journal.pone.0160556