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Table 4 Performance of different spectral dimension enhancement methods with ResNet18 network

From: Multi-cancer early detection based on serum surface-enhanced Raman spectroscopy with deep learning: a large-scale case–control study

Method

Accuracy

Precision

Recall

F1-score

Heatmap

94.75

89.02

86.97

87.88

CWT

94.65

88.67

87.67

88.12

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BMC Medicine

ISSN: 1741-7015

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