Fig. 5: Comparisons of Transformer and ResBlock for mammogram modeling. | npj Digital Medicine

Fig. 5: Comparisons of Transformer and ResBlock for mammogram modeling.

From: Deep learning on routine full-breast mammograms enhances lymph node metastasis prediction in early breast cancer

Fig. 5

Transformer outperformed ResBlock in full-breast and ROI-based mammogram modeling for predicting cancer outcomes. The mean and standard deviation (error bars) were calculated across 1000 bootstrap samples. ROI region of interest, LNM lymph node metastasis, ROC receiver operating characteristics, AUC area under the curve.

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