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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Bibliografiske detaljer
Udgivet i:Tomography
Main Authors: Cherezov, Dmitry, Paul, Rahul, Fetisov, Nikolai, Gillies, Robert J., Schabath, Matthew B., Goldgof, Dmitry B., Hall, Lawrence O.
Format: Artigo
Sprog:Inglês
Udgivet: Grapho Publications, LLC 2020
Fag:
Research Articles
Online adgang: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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