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. 2025 Mar 24;25:144. doi: 10.1186/s12911-025-02973-1

Table 1.

Model hyperparameter settings

Model Learning Rate Optimizer Learning Rate Scheduler Batch Size Epochs Patience
EfficientNet 1e−4 Adam StepLR 60 80 8
ResNet50 1e−4 Adam StepLR 60 80 8
VGG19 1e−3 SGD StepLR 60 80 8
DenseNet121 1e−3 Adam StepLR 60 80 8
ViT 1e−3 Adam StepLR 32 80 8
Swin Transformer 1e−5 AdamW StepLR 64 80 8
CvT 1e−5 AdamW StepLR 64 80 8