بدائل البحث:
marked decrease » marked increase (توسيع البحث)
large decrease » larger decrease (توسيع البحث), large increases (توسيع البحث), large degree (توسيع البحث)
training fold » training load (توسيع البحث), training loads (توسيع البحث), training goals (توسيع البحث)
fold decrease » fold increase (توسيع البحث), fold increased (توسيع البحث), fold increases (توسيع البحث)
marked decrease » marked increase (توسيع البحث)
large decrease » larger decrease (توسيع البحث), large increases (توسيع البحث), large degree (توسيع البحث)
training fold » training load (توسيع البحث), training loads (توسيع البحث), training goals (توسيع البحث)
fold decrease » fold increase (توسيع البحث), fold increased (توسيع البحث), fold increases (توسيع البحث)
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Training dynamics of the proposed model for Fold 0.
منشور في 2025"…The green vertical line marks the start of fine-tuning of the pretrained backbone, after which both accuracy improves and loss decreases. …"
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PCA-CGAN K-fold experiment table.
منشور في 2025"…Experiments demonstrate that PCA-CGAN not only achieves stable convergence on a large-scale heterogeneous dataset comprising 43 patients for the first time but also resolves the “dilution effect” problem in data augmentation, avoiding the asymmetric phenomenon where Precision increases while Recall decreases. …"
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PCAECG-GAN K-fold experiment table.
منشور في 2025"…Experiments demonstrate that PCA-CGAN not only achieves stable convergence on a large-scale heterogeneous dataset comprising 43 patients for the first time but also resolves the “dilution effect” problem in data augmentation, avoiding the asymmetric phenomenon where Precision increases while Recall decreases. …"
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