Machine Learning, Deep Learning, Image Segmentation, Keras, Biomedical Imaging.
data points (equivalent to the number of pixels in the image) assigned to either class 0 or 1. Dice Coefficient quantifies segmentation irrespective of the size of the mask. If the mask is just 5% of the total image part, with cross-entropy we can be 95% accurate by predicting blank values, whereas