What is the correct way to calculate the average dice score for multiple data in binary image segmentation?
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How to calculate the average dice score in binary image segmentation for multiple data? Should I calculate the dice score for each image separately and then average them? or do I need to calculate a single dice score over the total "TP", "FP", and "FN" values for all images? Which one is the correct way?