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. 2025 May 27;16:1530808. doi: 10.3389/fphys.2025.1530808

TABLE 2.

The test performance of all models on the same test set.

Indicator
Model
TSM-
ResNet50
ResNet-50 CNN-
LSTM
Accuracy 0.9695 0.9146 0.8597
Precision 0.9706 0.9600 0.6750
Recall 0.8919 0.6486 0.7297
Specificity 0.9921 0.9921 0.8976
F1_score 0.9296 0.7742 0.7013
Model parameter 94,289,074 94,367,681 192,999,414