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Fine-tuning from TransVW provides better optimization and accelerates the training process in comparison with training from scratch as well as state-of-the-art Models Genesis [5], as demonstrated by the learning curves for the five 3D target tasks. All models are evaluated on the validation set, and the average accuracy and dice-coefficient over ten runs are plotted for the classification and segmentation tasks, respectively.
