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Boundary Restored Network for Subpleural Pulmonary Lesion Segmentation on Ultrasound Images at Local and Global Scales

To evaluate the application of machine learning for the detection of subpleural pulmonary lesions (SPLs) in ultrasound (US) scans, we propose a novel boundary-restored network (BRN) for automated SPL segmentation to avoid issues associated with manual SPL segmentation (subjectivity, manual segmentat...

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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Xu, Yupeng, Zhang, Yi, Bi, Ke, Ning, Zhiyu, Xu, Lisha, Shen, Mengjun, Deng, Guoying, Wang, Yin
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7573030/
https://ncbi.nlm.nih.gov/pubmed/32556913
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-020-00356-8
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