Even though QPI data are suitable for cell instance segmentation there are still challenging cases to be solved (like populated areas of touching cells).
See the latest publication and learn how scientists in Brno (CZ) are working hard on improving the segmentation performance using the U-Net-based method. All that trained on the images from Telight Q-Phase.