Lung Nodule Sizes Are Encoded When Scaling CT Image for CNN's

Noninvasive diagnosis of lung cancer in early stages is one task where radiomics helps. Clinical practice shows that the size of a nodule has high predictive power for malignancy. In the literature, convolutional neural networks (CNNs) have become widely used in medical image analysis. We study the...

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Bibliografische gegevens
Gepubliceerd in:Tomography
Hoofdauteurs: Cherezov, Dmitry, Paul, Rahul, Fetisov, Nikolai, Gillies, Robert J., Schabath, Matthew B., Goldgof, Dmitry B., Hall, Lawrence O.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Grapho Publications, LLC 2020
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Research Articles
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7289250/
https://ncbi.nlm.nih.gov/pubmed/32548298
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18383/j.tom.2019.00024
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