Keywords: Heart, SegmentationIn the case of U-Net based segmentation algorithms, we propose to explore a common question of the medical image research teams: using already existing algorithm or train a new one specific to the target data. We compared for the cardiac CINE case three approaches: using an algorithm trained with external data, train a new one with the taget data from scratch, and fin-tune the first one with the target data.
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