Table 2 ANOVA F-test scores of top 15-ranking MRI features

From: Explainable AI-driven precision clinical trial enrichment: demonstration of the NetraAI platform with a phase II depression trial

Rank

Feature

F-score

1

Volume of Left Parahippocampal Gyrus (Gray Matter)

2.86

2

Volume of the Right Caudal Middle Frontal Gyrus (White Matter)

2.14

3

Volume of Left Middle Temporal Gyrus (White Matter)

1.76

4

Volume of the Right Rostral Middle Frontal Gyrus (White Matter)

1.70

5

Volume of the Left Entorhinal Cortex (White Matter)

1.68

6

Volume of the Right Ventral Diencephalon

1.64

7

Volume of the Left Medial Orbitofrontal Cortex (White Matter)

1.36

8

Volume of the Left Hippocampus

1.29

9

Volume of the Left Middle Temporal Gyrus (Gray Matter)

1.22

10

Volume of the Left Parahippocampal Gyrus (White Matter)

1.19

11

Volume of the Right Temporal Pole (Gray Matter)

1.15

12

Volume of the Left Frontal Pole (White Matter)

1.13

13

Volume of the Right Hippocampus

1.11

14

Volume of the Right Temporal Pole (White Matter)

1.10

15

Volume of the Right Posterior Cingulate Cortex (Gray Matter)

1.06

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