Table 2 Summary of datasets used for the training and testing of the deep learning framework
From: A deep learning-based algorithm for 2-D cell segmentation in microscopy images
Data set | Training or testing | Image no | Marker channel | ||
|---|---|---|---|---|---|
| Â | Experiment 1 | Experiment 2 | Experiment 3 | Â | Â |
1 | Training | Training, Testing | Training | 22 | Green-dsRed, Red-Cy5 |
2 | Training | Training, Testing | Training | 12 | Green-dsRed |
3 | Training | Training, Testing | Training | 24 | Red-Cy5 |
4 | Training | Training, Testing | Training | 30 | TexasRed-TexasRed |
5 | 10 Training, 10 Testing | Training, Testing | Training | 20 | Green-dsRed, Red-Cy5 |
6 | Â | Â | Testing | 15 | TexasRed-TexasRed |