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Fig. 3 | EJNMMI Physics

Fig. 3

From: Machine learning classification of mediastinal lymph node metastasis in NSCLC: a multicentre study in a Western European patient population

Fig. 3

Overview of ROC curves for the XGB classifier models with and without the inclusion of primary tumour features (left), with and without the inclusion of additional clinical knowledge (middle) and a selection of features (right). For reference, the SUV threshold model is also shown. The performance of doctors is taken from Wang et al. [24] and Yoo et al. [25]

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