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Table 2 Top-35 salient PME features selected via an AUC-maximization based feature selection algorithm

From: EEG amplitude modulation analysis for semi-automated diagnosis of Alzheimer’s disease

Feature

Rank

Feature

Rank

Feature

Rank

F7-F8−theta−m-delta

1

F3-F4−theta−m-delta

13

T3-T4−beta−m-theta

25

O1-O2−beta−m-alpha

2

C3-C4−theta−m-theta

14

F7-F8−beta−m-alpha

26

T5-T6−beta−m-theta

3

O1-O2−beta−m-delta

15

C3-C4−beta−m-delta

27

P3-P4−beta−m-delta

4

F3-F4−theta−m-theta

16

F7-F8−beta−m-delta

28

F7-F8−theta−m-theta

5

P3-P4−beta−m-theta

17

T3-T4−beta−m-delta

29

C3-C4−beta−m-theta

6

T5-T6−beta−m-alpha

18

O1-O2−theta−m-theta

30

O1-O2−theta−m-delta

7

C3-C4−beta−m-alpha

19

F3-F4−gamma−m-beta

31

T5-T6−theta−m-theta

8

C3-C4−theta−m-delta

20

F7-F8−alpha−m-delta

32

P3-P4−beta−m-alpha

9

C3-C4−beta−m-beta

21

P3-P4−theta−m-theta

33

T5-T6−beta−m-delta

10

T3-T4−theta−m-theta

22

T3-T4−beta−m-alpha

34

T5-T6−theta−m-delta

11

F7-F8−beta−m-theta

23

T5-T6−delta−m-delta

35

T3-T4−theta−m-delta

12

O1-O2−beta−m-theta

24