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Contrast Media & Molecular Imaging
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Contrast Media & Molecular Imaging
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2018
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Article
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Tab 1
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Research Article
Convolutional Neural Networks Promising in Lung Cancer T-Parameter Assessment on Baseline FDG-PET/CT
Table 1
Summary of the parameters of the feature extractor and the classifier networks.
Feature extractor
Classifier
Loss function
Cross entropy
Weight cross entropy
Learning method
Adam
Adam
Learning rate
1
e
− 6
1
e
− 3
Weight decay
1
e
− 6
1
e
− 6
Epochs
600
600
Patients/batch
2
2
Slides/patient
20
n.a.
n.a.: not applicable.