Table 3.
The algorithm outputs similar results to human observers, but requires less analysis time.
Image Type | Obs. A, Day 1 | Obs. A, Day 2 | Obs. B | Algorithm |
---|---|---|---|---|
2D Dendrite Spines/μm | 0.196 ± 0.0289 | 0.203 ± 0.0282 | 0.196 ± 0.0289 | 0.206 ± 0.0180 |
2D Dendrite Stubby Spines/μm | 5.4 ± 0.815 | 5.533 ± 0.848 | 5.267 ± 0.176 | 5.667 ± 0.500 |
2D Dendrite Thin Spines/μm | 0.4 ± 0.227 | 0.533 ± 0.185 | 0.667 ± 0.293 | 0.533 ± 0.132 |
2D Dendrite Mushroom Spines/μm | 0.4 ± 0.227 | 0.267 ± 0.199 | 0.267 ± 0.176 | 0.267 ± 0.101 |
2D Dendrite Analysis Time (min) | 2.386 ± 0.0628 | 2.518 ± 0.501 | 2.518 ± 0.0329 | 1.236 ± 0.0265* |
3D Dendrite Spines/μm | 0.354 ± 0.0515 | 0.355 ± 0.0514 | 0.356 ± 0.0513 | 0.368 ± 0.0557 |
3D Dendrite Stubby Spines/μm | 0.233 ± 0.0484 | 0.238 ± 0.0491 | 0.250 ± 0.0461 | 0.250 ± .0503 |
3D Dendrite Thin Spines/μm | 0.0142 ± 0.0127 | 0.0142 ± 0.0127 | 0.0163 ± .0100 | 0.0163 ± .0100 |
3D Dendrite Mushroom Spines/μm | 0.107 ± 0.163 | 0.102 ± 0.0188 | 0.0928 ± 0.0166 | 0.0926 ± 0.0161 |
3D Dendrite Analysis Time (min) | 5.525 ± 0.0165 | 5.563 ± 0.246 | 5.498 ± 0.0599 | 3.593 ± 0.00783* |
Primary Cilia Number | 27.9 ± 3.553 | 28.2 ± 3.572 | 27.4 ± 3.197 | 27.4 ± 3.339 |
Primary Cilia Length (μm) | 5.633 ± 0.195 | 5.691 ± 0.201 | 5.730 ± 0.201 | 6.005 ± 0.195 |
Primary Cilia Analysis Time (min) | 4.363 ± 0.0438 | 4.334 ± 0.0468 | 4.353 ± 0.0520 | 2.794 ± 0.0327* |
Retinal Vasculature Vessel Diameter (μm) | 5.201 ± 0.0235 | 5.355 ± 0.0276 | 5.149 ± 0.024 | 5.196 ± 0.023 |
Retinal Vasculature Analysis Time (min) | 59.061 ± 0.117 | 59.220 ± 0.063 | 59.191 ± 0.100 | 21.018 ± 0.479* |
AngioTool | Algorithm | |||
Retinal Vasculature Total Length (mm) | 20.575 ± 1.523 | 23.186 ± 1.936 |
Values represent average ± SEM.
Indicates significant differences (p < 0.01) from observers