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ROC curve of the final RF classification models (a) the three-class model and AUC calculated for each class (b) the 3 one-versus-others models and AUC. Abbreviations ROC, receiver operating characteristic; RF, random forest; AUC, area under curve; AIS, adenocarcinoma in situ; MIA, minimally invasive adenocarcinoma; IAC, invasive adenocarcinoma cancer
