From: Ultrafast clustering of single-cell flow cytometry data using FlowGrid
Data set | Samples | Markers | Cells | Time in second (\(\bar {x}\pm sd\)) | |||
---|---|---|---|---|---|---|---|
 |  |  |  | FlowGrid | FlowSOM | FlowPeaks | Flock |
Multi-center | 16 | 8 | 29-77 ×103 | 0.23 ± 0.09 | 4.01 ± 1.08 | 2.27 ± 0.61 | 10.3 ± 3.45 |
Flow-CAP-GvHD | 12 | 4 | 12-33 ×103 | 0.07 ± 0.04 | 2.16 ± 0.54 | 0.28 ± 0.16 | 0.58 ± 0.28 |
Flow-CAP-DLBL | 30 | 3 | 2-25 ×103 | 0.04 ± 0.01 | 1.25 ± 0.32 | 0.10 ± 0.09 | 0.22 ± 0.16 |
Flow-CAP-HSCT | 30 | 4 | 6-9 ×103 | 0.04 ± 0.02 | 1.35 ± 0.28 | 0.11 ± 0.02 | 0.28 ± 0.06 |
Seaflow0 | - | 4 | 23.6 ×106 | 11.51 | 572.65 | NA | 6628.30 |
Seaflow1 | - | 4 | 12.7 ×106 | 3.09 | 312.95 | 258.13 | NA |
Seaflow11 | - | 4 | 22.7 ×106 | 6.37 | 544.79 | NA | NA |