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Deep learning-based segmentation of malignant pleural mesothelioma tumor on computed tomography scans: application to scans demonstrating pleural effusion

Tumor volume is a topic of interest for the prognostic assessment, treatment response evaluation, and staging of malignant pleural mesothelioma. Many mesothelioma patients present with, or develop, pleural fluid, which may complicate the segmentation of this disease. Deep convolutional neural networ...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Gudmundsson, Eyjolfur, Straus, Christopher M., Li, Feng, Armato, Samuel G.
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6987258/
https://ncbi.nlm.nih.gov/pubmed/32016133
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.7.1.012705
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