Graph-Theory-Based Degree Centrality Combined with Machine Learning Algorithms Can Predict Response to Treatment with Antipsychotic Medications in Patients with First-Episode Schizophrenia

Table 2

The top ten brain regions that contributed mostly to the accurate classification.

Brain regions	Cluster size	Peak coordinates (MNI)			Discriminative weight (%)
		Right putamen	354	12		0	6	4.51
Left inferior frontal gyrus	68	-48	27	18	4.21
Left putamen	190	-21	-6	-9	4.19
Left middle occipital gyrus	79	-24	-99	-6	4.13
Left middle frontal gyrus	114	-21	6	54	3.92
Left cerebellum	179	-51	-57	-48	3.81
Left medial frontal gyrus	91	-6	63	6	3.78
Right middle frontal gyrus	61	33	9	54	3.74
Left inferior temporal gyrus	54	-63	-21	-21	3.41
Left angular	73	-39	-51	33	3.41