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Table 2 Comparison of three confusion matrices generated by three machine learning models trained using tumor-related features (Model 1), emphysema-related features (Model 2), and combined image features (Model 3) to predict the risk of lung cancer recurrence

From: Developing global image feature analysis models to predict cancer risk and prognosis

Cancer recurrenceModel 1Model 2Model 3
YesNoYesNoYesNo
Prediction – yes131415191810
Prediction – no13671162871