SGPNet: A Three-Dimensional Multitask Residual Framework for Segmentation and IDH Genotype Prediction of Gliomas

Table 2

ACC, SN, and SP of SGPNet across different groups of learning targets.

Learning targets	ACC	SN	SP	AUC
Only IDH genotype	0.803	0.799	0.807	0.825
IDH genotype + segmentation labels (baseline)	0.895	0.907	0.883	0.949
IDH genotype + random generated segmentation labels	0.720	0.642	0.780	0.727