Insights into Imaging

Table 6 Effects of network structure on classification performance obtained on dataset D3

From: Automated detection of lung cancer-caused metastasis by classifying scintigraphic images using convolutional neural network with residual connection and hybrid attention mechanism

Residual	Attention	Accuracy	Precision	Recall	F-1 score
×	×	0.6937	0.7032	0.7000	0.6940
×	√	0.7042	0.7416	0.7047	0.7031
√	×	0.7500	0.7614	0.7532	0.7497
√	√	0.7782	0.7799	0.7823	0.7764

Best value in each column is highlighted in bold

Back to article page