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Deep convolutional neural networks for the automated segmentation of malignant pleural mesothelioma on computed tomography scans

Tumor volume has been a topic of interest in the staging, prognostic evaluation, and treatment response assessment of malignant pleural mesothelioma (MPM). Deep convolutional neural networks (CNNs) were trained separately for the left and right hemithoraces on the task of differentiating between ple...

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Podrobná bibliografie
Vydáno v:J Med Imaging (Bellingham)
Hlavní autoři: Gudmundsson, Eyjolfur, Straus, Christopher M., Armato, Samuel G.
Médium: Artigo
Jazyk:Inglês
Vydáno: Society of Photo-Optical Instrumentation Engineers 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6151316/
https://ncbi.nlm.nih.gov/pubmed/30840717
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.5.3.034503
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