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Segmentation and classification results with different weights on the task-aware loss. (a) Results of 3D lesion segmentation, in terms of sensitivity, specificity, NSD, DSC and RMSD. (b) Results of disease classification, in terms of sensitivity, specificity, accuracy, F1-score and AUC.
