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Box plot of the one-dimensional radiomics feature signature on the cross-validation and test sets. A label of 0 indicates colorectal cancer without liver metastasis, while a label of 1 indicates colorectal cancer with liver metastasis. As the figure shows, the two labels have obvious differences in both the cross-validation and test sets. This result indicates that the one-dimensional radiomics feature signature results in better classification performance.
