Table 5 Percentage of highly deformable cells vs. the total number of reliable cells for the 9 acquisitions of the test set. Ground truth ratio and estimated ratio (classified by the stage 2 deep learning model) are compared. # samples is the total number of reliable cell sequences of each acquisition.
Test patient 1 | Test patient 2 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
acquisitions | acquisitions | ||||||||
1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 5 | |
Ground truth | 92.9 | 94.8 | 94.7 | 92.4 | 95.2 | 93.3 | 86.4 | 95.4 | 92.7 |
ratio (%) | |||||||||
Estimated | 91.4 | 93.9 | 93.6 | 91 | 95.2 | 90 | 84.2 | 94.4 | 90.4 |
ratio (%) | |||||||||
# samples | 255 | 229 | 266 | 212 | 146 | 120 | 177 | 216 | 218 |