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Accuracy metric: Dice coefficient [9] to be maximized Loss metric: negative Dice coefficient (to be minimized) Other options for the accuracy metric and loss metric are ‘accuracy’ and ‘categorical_crossentropy’ with ‘sample_weights=temporal’ [10] to cater to data imbalance. Another model parameter