Table 1 Demographic information of responders and non-responders from proprietary dataset and the TD-BRAIN dataset. aAD (Antidepressant), MS (mood stabilizer), AP (antipsychotic). bMedication type is not specified.

From: A convolutional recurrent neural network with attention for response prediction to repetitive transcranial magnetic stimulation in major depressive disorder

 

Proprietary dataset

TD-BRAIN dataset

Non-responders

Responders

p-value

Non-responders

Responders

p-value

N

23

23

 

45

79

 

Age

39 (± 14.6)

30.9 (± 12.3)

0.052

46.7 (± 13.9)

41.0 (± 12.2)

0.038

Gender (M/F)

8/15

8/15

0.9

26/19

38/41

0.30

Pre-treatment BDI-II

28.1 (± 9.4)

32.5 (± 9.3)

0.08

33.1 (± 11.4)

29.9 (± 8.9)

0.06

Post-treatment BDI-II

23.1 (8.4)

8.6 (± 5.9)

< 0.001

28.3 (10.8)

7.1 (± 5.5)

0.01

Illness duration (years)

7.9 (± 7.8)

6.5 (± 8.2)

0.278

Number of previous medications

2.7 (± 1.5)

2 (± 2.1)

0.108

Medications (AD/AD + MS / AD + MS + AP)a

5/8/1

6/6/0

X2 = 0.2, p = 0.65

15b

36b

Anxiety (Y/N)

14/9

19/4

p = 0.052