TABLE I. Experimental Setup for Training our Dual Deep Learning Architecture.
Data Set | # of Patients | # of Images | # of Cells | Cross Validation | Training (#Images/Fold) (#Patients/fold) | Testing (#Images/Fold) (#Patients/Fold) |
---|---|---|---|---|---|---|
Polygon Set | 33 | 165 | 34,226 | 11 - Fold | 150 images from 30 patients | 15 images from 3 patients |
Point Set | 160 | 800 | 162,443 | Train all images in polygon set | 165 images from 33 patients | 800 images from 160 patients |