Table 3:
Subgraph learning and ensemble clustering table
| Patient (IEEG Portal) | Electrode sensors (N) | Electrode configuration | Ictal Epochs (N) | Interictal Epochs (N) | Total Epochs (p) | Subgraphs per Epoch () | Subgraph Ensemble Clusters () |
|---|---|---|---|---|---|---|---|
| HUP64_phaseII | 88 | Grid: 8x8; Strip: 1x6 (4) | 01 | 3228 | 3229 | 8 | 8 |
| HUP65_phaseII | 80 | Grid: 8x8; Strip: 1x6 (3) | 03 | 2986 | 2989 | 8 | 9 |
| HUP68_phaseII | 79 | Grid: 8x8; Strip: 1x8 (2), 1x4 (2) | 05 | 3020 | 3025 | 8 | 7 |
| HUP70_phaseII | 78 | Grid: 8x8; Strip: 1x6, 1x4 (2) | 08 | 1079 | 1087 | 7 | 8 |
| HUP72_phaseII | 62 | Strip: 1x8 (3), 1x6 (5), 1x4 (2) | 01 | 2439 | 2440 | 8 | 9 |
| HUP73_phaseII | 56 | Strip: 1x8 (4), 1x6 (4) | 05 | 1071 | 1076 | 8 | 7 |
| HUP78_phaseII | 100 | Grid: 8x8; Strip: 1x6 (2), 1x4 (3); Depth: 1x4 (3) | 05 | 1719 | 1724 | 6 | 8 |
| HUP79_phaseII | 84 | Grid: 6x8; Strip: 1x8, 1x6 (4), 1x4 | 01 | 1775 | 1776 | 8 | 8 |
| HUP86_phaseII | 118 | Grid: 8x8; Strip: 1x6 (5), 1x4 (4); Depth: 1x4 (2) | 02 | 2612 | 2614 | 7 | 8 |
| HUP87_phaseII | 88 | Grid: 8x8; Strip: 1x4 (3); Depth: 1x4 (3) | 02 | 1201 | 1203 | 8 | 8 |
| Study 004-2 | 64 | Grid: 6x6; Strip: 1x4 (5); Depth: 1x4 (2) | 01 | 638 | 639 | 8 | 7 |
| Study 006 | 56 | Grid: 6x8; Strip: 1x8 | 02 | 104 | 106 | 8 | 8 |
| Study 010 | 56 | Grid: 6x8; Strip: 1x4 (2) | 02 | 526 | 528 | 8 | 10 |
| Study 011 | 84 | Grid: 6x8; Strip: 1x8 (2), 1x4 (5) | 02 | 283 | 285 | 7 | 7 |
| Study 016 | 64 | Grid: 4x6 (2); Strip: 1x4 (4) | 03 | 669 | 672 | 8 | 6 |
| Study 019 | 80 | Grid: 3x8, 6x6; Strip: 1x8 (2), 1x4 (3); Depth: 1x4 (2) | 15 | 403 | 418 | 7 | 8 |
| Study 020 | 56 | Grid: 4x4, 4x6; Strip: 1x4 (4) | 04 | 412 | 416 | 8 | 9 |
| Study 023 | 92 | Grid: 8x8; Strip: 1x8, 1x4 (3); Depth: 1x4 (2) | 04 | 208 | 212 | 8 | 8 |
| Study 026 | 96 | Grid: 8x8; Strip: 1x8 (3), 1x4 (2) | 10 | 539 | 549 | 7 | 6 |
| Study 031 | 116 | Grid: 8x8, 4x6; Strip: 1x8 (2), 1x4 (3) | 05 | 730 | 735 | 7 | 7 |
| Study 033 | 124 | Grid: 8x8, 3x8; Strip: 1x8 (3), 1x4 (3) | 07 | 1321 | 1328 | 8 | 7 |
| Study 037 | 80 | Grid: 8x8; Strip: 1x8 (2) | 02 | 1087 | 1089 | 8 | 9 |
Summary of number of ictal and interictal epochs, total number of epochs, optimized number of subgraphs learned per epoch, and optimized number of subgraph ensemble clusters for each patient.