TABLE 2. Dataset Summary.
| Dataset | Experimental Design | Pulse Sequence | Patient Disorder | Source | Training Data total patients controls | Holdout Data total patients controls | fMRI Dimensionality ( ) |
Parameters LLE  PCD 
|
Age Range [min,mean,max] | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Beijing (Peking_3) | resting-state | EPI | ADHD | ADHD200 | 30 | 15 | 15 | 12 | 4 | 8 |  |
(2,236) | 236 | [11, 13.24, 16] |
| COBRE | resting-state | EPI | Schizophrenia | COBRE | 51 | 25 | 26 | 20 | 10 | 10 |  |
(2,150) | 150 | [18, 37.45, 65] |
| Mind Research Network (MRN) | block-design | EPI | Schizophrenia | MCIC | 30 | 13 | 17 | 16 | 7 | 9 |  |
(2,177) | 177 | [18, 34.15, 60] |
| Stanford | resting-state | Spiral-IN/OUT EPI | Autism | ABIDE | 30 | 15 | 15 | 10 | 5 | 5 |  |
(2,60) | 60 | [7.52, 9.95, 12.93] |
| University of Michigan (UM_2) | resting-state | Spiral-IN EPI | Autism | ABIDE | 20 | 7 | 13 | 10 | 4 | 6 |  |
(2,222) | 222 | [13.1, 16.26, 28.8] |