Table 7.

Comparison of results of ablation experiments on molecular markers of glioma on local affiliated hospital clinical dataset (unit: %)

Model		GDI-PMNet	GD-PMNet	G-PMNet	PMNet
IPC		√
DADC		√	√
GASPE		√	√	√
PMNet		√	√	√	√
ACC (%)	IDH1	98.31	97.85	97.32	96.91
	Ki67	99.24	98.84	98.31	97.90
	MGMT	97.96	97.50	96.62	96.56
	P53	98.54	97.44	98.20	97.38
Pre (%)	IDH1	98.37	97.67	97.44	97.32
	Ki67	99.42	98.58	97.89	97.83
	MGMT	97.89	97.47	96.80	96.37
	P53	98.38	96.96	98.24	97.60
Re-call (%)	IDH1	98.04	97.76	96.77	96.13
	Ki67	98.17	97.69	96.68	95.31
	MGMT	97.80	97.22	96.00	96.34
	P53	98.10	96.85	97.37	95.99
F1-score (%)	IDH1	98.20	97.71	97.10	96.67
	Ki67	98.78	98.13	97.27	96.51
	MGMT	97.84	97.35	96.40	96.35
	P53	98.24	96.91	97.79	96.75
AUROC (%)	IDH1	98.20	97.71	97.09	96.67
	Ki67	98.78	98.13	97.27	96.51
	MGMT	97.84	97.35	96.37	96.35
	P53	98.24	96.91	97.79	96.75